Execution Time0.13s

Test: TMVA-DNN-RNN-FullRNN (Passed)
Build: master-x86_64-fedora28-gcc8 (sft-fedora-28-1.cern.ch) on 2019-11-13 01:11:43

Test Timing: Passed
Processors1

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Test output
Training RNN to identity firstCopying output into input
Copying output into input
loss: 0.618405
loss: 0.213111
loss: 0.0892944
loss: 0.0472844
loss: 0.0312806
loss: 0.024545
loss: 0.0214788
loss: 0.0200001
loss: 0.0192564
loss: 0.0188696
loss: 0.0186613
loss: 0.0185442
loss: 0.018474
loss: 0.0184282
loss: 0.0183952
loss: 0.0183687
loss: 0.0183457
loss: 0.0183245
loss: 0.0183042
loss: 0.0182844
loss: 0.0182648
loss: 0.0182453
loss: 0.0182259
loss: 0.0182064
loss: 0.018187
loss: 0.0181675
loss: 0.018148
loss: 0.0181284
loss: 0.0181088
loss: 0.0180892
loss: 0.0180696
loss: 0.0180499
loss: 0.0180302
loss: 0.0180105
loss: 0.0179907
loss: 0.0179709
loss: 0.0179511
loss: 0.0179312
loss: 0.0179113
loss: 0.0178913
loss: 0.0178714
loss: 0.0178513
loss: 0.0178313
loss: 0.0178112
loss: 0.0177911
loss: 0.017771
loss: 0.0177508
loss: 0.0177306
loss: 0.0177103
loss: 0.01769
iter = 1 loss: 0.713152
iter = 2 loss: 0.640262
iter = 3 loss: 0.595
iter = 4 loss: 0.560789
iter = 5 loss: 0.531421
iter = 6 loss: 0.502316
iter = 7 loss: 0.472692
iter = 8 loss: 0.443046
iter = 9 loss: 0.414098
iter = 10 loss: 0.388725
iter = 11 loss: 0.365128
iter = 12 loss: 0.350593
iter = 13 loss: 0.310497
iter = 14 loss: 0.289614
iter = 15 loss: 0.24893
iter = 16 loss: 0.228187
iter = 17 loss: 0.204421
iter = 18 loss: 0.18694
iter = 19 loss: 0.170997
iter = 20 loss: 0.158061
iter = 21 loss: 0.146995
iter = 22 loss: 0.137479
iter = 23 loss: 0.12911
iter = 24 loss: 0.121663
iter = 25 loss: 0.114969
iter = 26 loss: 0.108909
iter = 27 loss: 0.103395
iter = 28 loss: 0.0983552
iter = 29 loss: 0.0937332
iter = 30 loss: 0.0894811
iter = 31 loss: 0.0855583
iter = 32 loss: 0.08193
iter = 33 loss: 0.0785661
iter = 34 loss: 0.0754404
iter = 35 loss: 0.0725299
iter = 36 loss: 0.0698144
iter = 37 loss: 0.067276
iter = 38 loss: 0.0648989
iter = 39 loss: 0.0626691
iter = 40 loss: 0.0605741
iter = 41 loss: 0.0586027
iter = 42 loss: 0.0567448
iter = 43 loss: 0.0549916
iter = 44 loss: 0.0533348
iter = 45 loss: 0.0517671
iter = 46 loss: 0.050282
iter = 47 loss: 0.0488733
iter = 48 loss: 0.0475357
iter = 49 loss: 0.0462642
iter = 50 loss: 0.0450543

2x64 matrix is as follows

     |       0    |       1    |       2    |       3    |       4    |
----------------------------------------------------------------------
   0 |          1           1           0           1           0 
   1 |     0.9809      0.8965     0.03176      0.9627     0.04427 


     |       5    |       6    |       7    |       8    |       9    |
----------------------------------------------------------------------
   0 |          1           0           1           1           1 
   1 |     0.9743      0.0443      0.9722      0.9745       0.964 


     |      10    |      11    |      12    |      13    |      14    |
----------------------------------------------------------------------
   0 |          1           1           0           1           1 
   1 |       0.92      0.9789     0.03843      0.9697      0.9669 


     |      15    |      16    |      17    |      18    |      19    |
----------------------------------------------------------------------
   0 |          1           0           1           0           0 
   1 |     0.9747     0.07741      0.9632     0.04794      0.1169 


     |      20    |      21    |      22    |      23    |      24    |
----------------------------------------------------------------------
   0 |          1           0           0           0           1 
   1 |     0.9448     0.03269     0.02829      0.0306      0.9798 


     |      25    |      26    |      27    |      28    |      29    |
----------------------------------------------------------------------
   0 |          1           1           0           0           1 
   1 |     0.9196      0.9659     0.04751     0.02973      0.9713 


     |      30    |      31    |      32    |      33    |      34    |
----------------------------------------------------------------------
   0 |          1           0           0           0           0 
   1 |     0.9529     0.02889     0.03951     0.04203      0.0346 


     |      35    |      36    |      37    |      38    |      39    |
----------------------------------------------------------------------
   0 |          1           0           0           1           0 
   1 |     0.9273     0.04455     0.05763      0.9719     0.03842 


     |      40    |      41    |      42    |      43    |      44    |
----------------------------------------------------------------------
   0 |          0           1           1           1           1 
   1 |    0.04488      0.9603      0.9589      0.9817      0.9681 


     |      45    |      46    |      47    |      48    |      49    |
----------------------------------------------------------------------
   0 |          1           0           0           1           0 
   1 |     0.9616     0.05335     0.02626      0.9323     0.04181 


     |      50    |      51    |      52    |      53    |      54    |
----------------------------------------------------------------------
   0 |          0           0           1           1           0 
   1 |    0.03144     0.07908      0.9422       0.979     0.04341 


     |      55    |      56    |      57    |      58    |      59    |
----------------------------------------------------------------------
   0 |          1           1           0           1           0 
   1 |     0.9483      0.9715     0.02967       0.968     0.03167 


     |      60    |      61    |      62    |      63    |
----------------------------------------------------------------------
   0 |          0           1           1           1 
   1 |     0.1082      0.9649      0.9665      0.9764 

ROC integral is 0.453247
Test full RNN passed : Efficiencies are 0 and 1