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sampleOutputaNMM2
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sampleOutputaNMM2
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runModelType: Validation
termToWordVectorMap size: 218317
current read doc: data/TRECQA/ModelInputData/train-less-than-40.manual-edit.qsent
current read doc: data/TRECQA/ModelInputData/dev-less-than-40.manual-edit.qsent
output word index done!
total number of QA sent pairs in training data: 4715
total number of QA sent pairs in testing data: 1147
queryNum in the qaDocSet: 93
queryNum in the qaDocSet: 81
total number of QA triples in training data: 47845
total number of QA triples in testing data: 4392
modelName: V5-1
maxThreadNum which is the available cores: 4
Iteration/Epoch 1
Test1 Time: 2016-12-09 15:25:22
Current loss on training data: 47765.96030856929
Test2 Time: 2016-12-09 15:25:29
Finish batch 1, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:25:38
Finish batch 2, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:25:47
Finish batch 3, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:25:56
Finish batch 4, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:26:03
Finish batch 5, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:26:12
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Test3 Time when finished one batch: 2016-12-09 15:26:20
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Test3 Time when finished one batch: 2016-12-09 15:26:27
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Test3 Time when finished one batch: 2016-12-09 15:26:33
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Test3 Time when finished one batch: 2016-12-09 15:27:04
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Test3 Time when finished one batch: 2016-12-09 15:27:56
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Test3 Time when finished one batch: 2016-12-09 15:28:05
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Test3 Time when finished one batch: 2016-12-09 15:29:32
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Test3 Time when finished one batch: 2016-12-09 15:29:39
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Test3 Time when finished one batch: 2016-12-09 15:29:55
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Test3 Time when finished one batch: 2016-12-09 15:30:03
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Test3 Time when finished one batch: 2016-12-09 15:30:49
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Test3 Time when finished one batch: 2016-12-09 15:30:57
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Test3 Time when finished one batch: 2016-12-09 15:31:02
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Test3 Time when finished one batch: 2016-12-09 15:31:15
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Test3 Time when finished one batch: 2016-12-09 15:31:23
Finish last batch, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:31:29
After scan all the triples, wtkChangeSumSquare = 40.352836438789964
After scan all the triples, rtChangeSumSquare = 35.846697560864406
After scan all the triples, vpChangeSumSquare = 18.72115474157675
Iteration/Epoch 2
Test1 Time: 2016-12-09 15:31:29
Current loss on training data: 47770.88122559699
Current loss on validation/dev data: 4389.849432405724
Test2 Time: 2016-12-09 15:31:36
Finish batch 1, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:31:44
Finish batch 2, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:31:54
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Test3 Time when finished one batch: 2016-12-09 15:32:02
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Test3 Time when finished one batch: 2016-12-09 15:36:55
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Test3 Time when finished one batch: 2016-12-09 15:37:02
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Test3 Time when finished one batch: 2016-12-09 15:37:08
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Test3 Time when finished one batch: 2016-12-09 15:37:21
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Test3 Time when finished one batch: 2016-12-09 15:37:29
Finish last batch, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:37:34
After scan all the triples, wtkChangeSumSquare = 105.8038931047181
After scan all the triples, rtChangeSumSquare = 158.39176885396574
After scan all the triples, vpChangeSumSquare = 74.08961405417756
Iteration/Epoch 3
Test1 Time: 2016-12-09 15:37:34
Current loss on training data: 17726.786863048106
Current loss on validation/dev data: 3576.849487041899
Test2 Time: 2016-12-09 15:37:41
Finish batch 1, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:37:50
Finish batch 2, update model parameters
Test3 Time when finished one batch: 2016-12-09 15:37:59
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Test3 Time when finished one batch: 2016-12-09 15:38:08
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Test3 Time when finished one batch: 2016-12-09 15:38:39
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Test3 Time when finished one batch: 2016-12-09 15:38:46
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Test3 Time when finished one batch: 2016-12-09 15:38:52
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Test3 Time when finished one batch: 2016-12-09 15:38:59
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Test3 Time when finished one batch: 2016-12-09 15:39:08
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Test3 Time when finished one batch: 2016-12-09 15:39:22