DL4J BasicRNN示例:经过训练的RNN无法产生预期的结果

时间:2019-06-26 02:06:44

标签: dl4j

我正在开始使用DL4j,并通过尝试git repo中的示例来开始自己的旅程。

不幸的是,当我执行BasicRNNExample时,没有得到预期的结果。班级评论说,

  

此示例训练RNN。经过培训,我们只需要把第一   LEARNSTRING到RNN的字符,它将叙述以下内容   字符

但是执行100个时期后,我没有取回输入字符串。这是我得到的输出:

17:22:15.414 [main] INFO org.nd4j.linalg.factory.Nd4jBackend - Loaded [CpuBackend] backend
17:22:16.352 [main] INFO org.nd4j.nativeblas.NativeOpsHolder - Number of threads used for NativeOps: 3
17:22:16.726 [main] INFO org.nd4j.nativeblas.Nd4jBlas - Number of threads used for BLAS: 3
17:22:16.733 [main] INFO org.nd4j.linalg.api.ops.executioner.DefaultOpExecutioner - Backend used: [CPU]; OS: [Windows 10]
17:22:16.733 [main] INFO org.nd4j.linalg.api.ops.executioner.DefaultOpExecutioner - Cores: [6]; Memory: [1.1GB];
17:22:16.733 [main] INFO org.nd4j.linalg.api.ops.executioner.DefaultOpExecutioner - Blas vendor: [MKL]
17:22:16.956 [main] INFO org.deeplearning4j.nn.multilayer.MultiLayerNetwork - Starting MultiLayerNetwork with WorkspaceModes set to [training: ENABLED; inference: ENABLED], cacheMode set to [NONE]
Epoch 0
17:22:17.074 [main] DEBUG org.nd4j.linalg.memory.deallocation.DeallocatorService - Starting deallocator thread 1
17:22:17.075 [main] DEBUG org.nd4j.linalg.memory.deallocation.DeallocatorService - Starting deallocator thread 2
17:22:17.402 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 0 is 197.3185272216797
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 1
17:22:17.686 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 1 is 191.91653442382812
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 2
17:22:17.919 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 2 is 187.614990234375
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 3
17:22:18.134 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 3 is 185.2769317626953
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 4
17:22:18.393 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 4 is 184.02407836914062
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 5
17:22:18.590 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 5 is 181.90353393554688
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 6
17:22:18.778 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 6 is 180.27963256835938
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 7
17:22:18.962 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 7 is 179.5045166015625
ttttttttttttttttttttttttteessssssssstttttttsssssssssesssssssttttt
Epoch 8
17:22:19.160 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 8 is 179.18272399902344
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 9
17:22:19.324 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 9 is 177.36341857910156
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 10
17:22:19.492 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 10 is 174.65469360351562
ttttttttttttttttttttttttttsssssssssssstttttttttttttttssssssssssss
Epoch 11
17:22:19.668 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 11 is 172.5569610595703
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 12
17:22:19.838 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 12 is 172.8394775390625
tttttttttttttttttttttttsssssstttttssssssssstttttttttttttttttttttt
Epoch 13
17:22:20.007 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 13 is 172.50149536132812
ttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttttt
Epoch 14
17:22:20.163 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 14 is 170.09701538085938
tttttttttttttttttttttttttttttttttttttssssssssttttttttttttttttttt 
Epoch 15
17:22:20.313 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 15 is 167.18801879882812
ttttttttttttttttttttttttttttttttssssssssstttttttttttttttttt      
Epoch 16
17:22:20.466 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 16 is 165.55921936035156
tttttttttttssssttttttttttttt     tttssssssssssstttttttttttttttnnn
Epoch 17
17:22:20.620 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 17 is 164.31973266601562
ttttttttttttttttttttttttttttttssssssssstttttttttttttttttt       t
Epoch 18
17:22:20.774 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 18 is 164.33294677734375
tttttttttssssssssttttttttttttttt        ttttssssssssssssssssssttt
Epoch 19
17:22:20.938 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 19 is 164.29910278320312
ttttttttttttttttttttttttttttttttttttssssssttttttttttttttt     ttt
Epoch 20
17:22:21.106 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 20 is 163.9680633544922
ttttttttttssssssssttttttttttttttsssssssttttsssssssstttssssstttttt
Epoch 21
17:22:21.276 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 21 is 160.93048095703125
ttttttttttttttsttttttttttt    ttttttsssssssttttttttttttnnnnnn   t
Epoch 22
17:22:21.435 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 22 is 159.5299072265625
ttttttttttssssssttttttttttttttttsssssssssssstttttsssssssstttttttt
Epoch 23
17:22:21.581 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 23 is 157.80047607421875
ttttttttttsssssttttttttttt      ttttssssssssssssssttttttnnnnnnnnn
Epoch 24
17:22:21.735 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 24 is 156.8260498046875
tttttttttttssssstttttttttttttttt tttssssssssstttssssssstttttttttt
Epoch 25
17:22:21.897 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 25 is 155.2902069091797
tttttttttssssssstttttttttttt     ttttssssssssssssssssssttttnnnnnn
Epoch 26
17:22:22.049 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 26 is 155.5078125
tttttttttttssssstttttttttttt  ttttsssssssssssssssstttttttttt     
Epoch 27
17:22:22.201 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 27 is 155.77694702148438
tttttttttssssssssttttttttttttt       ttttttsssssssssssssssssstttt
Epoch 28
17:22:22.349 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 28 is 157.92352294921875
tttttttttttssssssttttttttt  tttttssssssssstssssttttttttnnnn  tttt
Epoch 29
17:22:22.488 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 29 is 155.63009643554688
ttttttttttsssssssstttttttttttt     ttttttsssssssssstssssssstttttt
Epoch 30
17:22:22.649 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 30 is 153.18106079101562
tttttttttttsssssstttttttttt   ttttttssssssssttsssstttttnnnnnnnn t
Epoch 31
17:22:22.792 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 31 is 150.4563446044922
ttttttttttssssssstttttttttttt    ttttttssssssssstsssssssttttnnnnn
Epoch 32
17:22:22.945 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 32 is 149.0059814453125
ttttttttttssssssttttttttttt    ttttttsssssssttsssssstttnnnnnnnnnn
Epoch 33
17:22:23.117 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 33 is 147.794921875
tttttttttssssssssttttttttttttt    ttttttssssssssttssssssstttnnnnn
Epoch 34
17:22:23.272 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 34 is 147.00909423828125
ttttttttttssssssttttttttttt    ttttttsssssssttssssstttnnnnnnnnnnn
Epoch 35
17:22:23.445 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 35 is 146.8402862548828
tttttttttssssssssttttttttttttttt   ttttttsssssssstttsssssssetttt*
Epoch 36
17:22:23.615 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 36 is 147.60177612304688
ttttttttttsssssstttttttttt   ttttttsssssssstsssskttttnnnnnnnnnnnt
Epoch 37
17:22:23.774 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 37 is 147.14950561523438
tttttttttssssssstttttttttttttt     tttttssssssssttttssssssttttnnn
Epoch 38
17:22:23.926 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 38 is 146.4678955078125
ttttttttttsssssssttttttttt   tttttttsssssstttssssssettnnnnnnn ttt
Epoch 39
17:22:24.082 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 39 is 147.28311157226562
tttttttttssssssssttttttttttttt      ttttttssssssstttssssshttttnnn
Epoch 40
17:22:24.245 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 40 is 146.8780517578125
ttttttttttssssssstttttttttt    ttttttsssssstttssssssettnnnnnnn tt
Epoch 41
17:22:24.396 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 41 is 144.26876831054688
tttttttttsssssssstttttttttttt      ttttttssssssstttssssshtttnnnnn
Epoch 42
17:22:24.541 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 42 is 142.2296600341797
tttttttttsssssssttttt tttttt    ttttttsssssstttsssshhttnnnnnnnnnn
Epoch 43
17:22:24.684 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 43 is 140.5005645751953
tttttttttsssssssssssttt  ttttttt   ttttttsssssstttssssshsttnnnnnn
Epoch 44
17:22:24.826 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 44 is 139.72003173828125
tttttttttssssssststtt  ttttttt  ttttttsssssstttssshhtttnnnnnnnnnn
Epoch 45
17:22:24.969 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 45 is 139.14932250976562
tttttttttsssssssssssss    tttttttttttttttssssssstssssssss ttttttt
Epoch 46
17:22:25.111 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 46 is 139.8720245361328
tttttttttsssssstttttt ttttt    tttttsssssstttssskhtttnnnnnnnnnnnC
Epoch 47
17:22:25.265 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 47 is 140.44076538085938
tttttttttsssssssststtt   tttttttttttttttsssssssttttsssshhsett****
Epoch 48
17:22:25.412 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 48 is 139.48782348632812
tttttttttsssssssssttt ttttttt   tttttssssssstttssshhattnnnnnnnnnn
Epoch 49
17:22:25.553 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 49 is 137.26278686523438
tttttttttsssssssstssstt  ttttttt    tttttssssssttttssshhattnnn***
Epoch 50
17:22:25.692 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 50 is 137.0927734375
tttttttttssssssssss    ttttttttt   tttsssssssssssss  tttttt   ttt
Epoch 51
17:22:25.836 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 51 is 137.51092529296875
tttttttttsssssssstssstt  ttttttt    ttttttssssssttttssshhattnnnnn
Epoch 52
17:22:25.984 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 52 is 136.9906463623047
etttttttssssssttssse   tttttttttttttsssssttsssssee ttttt   tttttu
Epoch 53
17:22:26.160 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 53 is 135.68875122070312
etttttttssssssstttssss    tttttt   ttttttsssssstttsssshhattnn***n
Epoch 54
17:22:26.321 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 54 is 135.50262451171875
etttttttssssssttssse   ttttttt tttttssssstttssshhetnnnnnnnnnCtttt
Epoch 55
17:22:26.492 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 55 is 134.18240356445312
etttttttsssssssttsssss     tttttt  tttttsssssstttssshhhsttnn***nn
Epoch 56
17:22:26.635 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 56 is 133.7459716796875
etttttttssssssttsssee   tttttttttttsssssttssshheetnnnnnnnn tttttu
Epoch 57
17:22:26.784 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 57 is 132.40652465820312
etttttttsssssssttssss     ttttttt tttttsssssstttssshhheett****nnn
Epoch 58
17:22:26.924 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 58 is 131.3667449951172
etttttttssssssttsssee   tttttttttttsssssttsssshsettn***nnnnCttttt
Epoch 59
17:22:27.062 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 59 is 130.09341430664062
etttttttsssssssttssss     tttttt  tttttsssssstttssshhhtttn****nnn
Epoch 60
17:22:27.218 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 60 is 129.03053283691406
etttttttssssssttsssse    tttttttttttssssstttssshhsetnn***nnnnCttt
Epoch 61
17:22:27.360 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 61 is 128.46331787109375
etttttttsssssssttsssse    ttttttt tttttsssssstttsssshstttn*****nn
Epoch 62
17:22:27.510 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 62 is 129.16744995117188
etttttttssssssstsss      tttttttttt ssssstssssssee  tttt   tttttu
Epoch 63
17:22:27.665 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 63 is 131.39210510253906
etttttttssssssstttsssee   tttttt  tttttusssssttttssshhhattnn****n
Epoch 64
17:22:27.805 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 64 is 133.28688049316406
etttttttssssssssss      ttttttttttt    ssttssss     ttttt   ttttt
Epoch 65
17:22:27.957 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 65 is 132.88787841796875
eottttttssssssttsssssseetttnnnnnttttosssssssttttsssssaattnn.****n
Epoch 66
17:22:28.106 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 66 is 141.0557861328125
etttttttsssssstttsssss  ttttttttttttssssssssttttsssshaatttn***nnn
Epoch 67
17:22:28.264 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 67 is 133.01649475097656
etttttttsssssstttssss    ttttttttttttsssssssttttssshhattt*****nnn
Epoch 68
17:22:28.398 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 68 is 129.1976776123047
etttttttsssssstttsss     ttttttttttttsssssssttttssshhtttt*****nnn
Epoch 69
17:22:28.548 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 69 is 126.35072326660156
eottttttersssssttttsr      ttttt   tttttssssssttttsshhatttn*****n
Epoch 70
17:22:28.690 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 70 is 124.49903106689453
etttttttsssssssttsss     tttttt  tttttssssssttttssshhtttn*****nnn
Epoch 71
17:22:28.842 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 71 is 122.69369506835938
etttttttsssssstttssse    ttttttttttttssssssttttssshhtttn*****nnnn
Epoch 72
17:22:28.987 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 72 is 121.71556854248047
eottttttessssssttttssse    tttttt  tttttssssssttttssshstttn******
Epoch 73
17:22:29.132 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 73 is 120.92636108398438
eottttttessssssttttssse    tttttt  tttttssssssttttsssshsttnn*****
Epoch 74
17:22:29.281 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 74 is 120.24808502197266
eottttttessssssttttssse    ttttt   ttttusssssttttssssstttnn*****n
Epoch 75
17:22:29.430 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 75 is 120.02404022216797
eottttttessssssttttssss      ttttt  tttttussssssttttsssssstttn***
Epoch 76
17:22:29.581 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 76 is 122.50161743164062
eottttttesssssttttsshee  ttttt   tttusssssstttsshhattnn.*****nnCC
Epoch 77
17:22:29.732 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 77 is 130.3670654296875
eotttttterrsssssttttssrr     tttt    ttttuussssssttttssshhhattn.*
Epoch 78
17:22:29.886 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 78 is 129.2589874267578
eottttttsssssstttss      ttttttttttsssssstttssshhattnn*****nn Ctt
Epoch 79
17:22:30.040 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 79 is 124.78482055664062
eottttttessssssttttsssee   tttttt   ttttussssssttttssshhattnn.***
Epoch 80
17:22:30.175 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 80 is 123.28988647460938
eottttttessssssttttss       ttttttttttssssssttttssssssettn***nn  
Epoch 81
17:22:30.331 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 81 is 122.1064224243164
eottttttessssssttttsssrr   ttttt     ttttueesssssttttssshhattnn.*
Epoch 82
17:22:30.465 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 82 is 118.25067138671875
eottttttsssssssttssse    tttttttttttusssssstttsssssattnn****nnnnC
Epoch 83
17:22:30.625 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 83 is 116.98347473144531
eottttttessssssttttssse     ttttt  tttttusssssttttsssssstttn*****
Epoch 84
17:22:30.778 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 84 is 116.57919311523438
eottttttesssssstttsssee   tttttt  ttttsssssstttsssssattnn*****nnn
Epoch 85
17:22:30.920 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 85 is 116.56505584716797
eottttttessssssttttsssse    ttttt   tttttssssssttttsssssstttn****
Epoch 86
17:22:31.064 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 86 is 117.19575500488281
eottttteessssstttttsshre   tttt    ttttusssssstttssshaatnn.******
Epoch 87
17:22:31.214 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 87 is 117.97994995117188
eottttttesssssstttttsssr     ttttt   ttttuussssssttttsssssstttn**
Epoch 88
17:22:31.353 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 88 is 118.64167022705078
eotttttessssssttttssrr    tttt    ttttusssssstttssshhattn.******n
Epoch 89
17:22:31.491 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 89 is 117.48816680908203
eottttttesssssstttttssrr    ttttt    ttttuussssssttttsssssatten.*
Epoch 90
17:22:31.635 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 90 is 117.19828796386719
eotttttessssssttttsssr     tttt    ttttsssssstttssssssetnn******n
Epoch 91
17:22:31.785 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 91 is 116.04674530029297
eottttteessssootttttsshre   ttttt    ttttuuesssssttttsssssatttn.*
Epoch 92
17:22:31.920 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 92 is 115.06253051757812
eotttttessssssttttsssr     tttt    ttttssssssttttsssssetnn.*****n
Epoch 93
17:22:32.067 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 93 is 113.79049682617188
eottttteessssootttttsshrr   ttttt     ttttueesssssttttsssssssttn.
Epoch 94
17:22:32.213 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 94 is 113.39884948730469
eotttttessssssttttsssre    tttt   ttttusssssstttssshsattn.******n
Epoch 95
17:22:32.357 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 95 is 112.86748504638672
eottttteersssootttttsshrr    tttt     tttuussssssttttssssssttnn.*
Epoch 96
17:22:32.499 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 96 is 113.1636962890625
eotttttessssssttttsshre   tttt    ttttusssssstttssshaattn.******n
Epoch 97
17:22:32.641 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 97 is 113.17180633544922
eottttteers sootttttssrrr    ttttt    tttuuessssstttttssshssttn.*
Epoch 98
17:22:32.804 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 98 is 113.49090576171875
eCotttttsssssssttsssee   ttttt tttttsssssstttssshaatnn.*****nnCCC
Epoch 99
17:22:32.963 [main] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 99 is 112.2062759399414
eottttteerr ssstttttssrr    ttttt    ttttueessssottttssshhseten**

0 个答案:

没有答案