Execution Time0.62s

Test: TMVA-DNN-RNN-FullRNN (Passed)
Build: PR-4279-x86_64-fedora29-gcc8-opt (root-fedora29-3.cern.ch) on 2019-11-14 21:03:34

Test Timing: Passed
Processors1

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Test output
Training RNN to identity firstCopying output into input
Copying output into input
loss: 0.664171
loss: 0.211012
loss: 0.0687081
loss: 0.0272601
loss: 0.0142221
loss: 0.00924441
loss: 0.00693527
loss: 0.00572006
loss: 0.00503545
loss: 0.00463277
loss: 0.00438602
loss: 0.00422693
loss: 0.00411749
loss: 0.00403635
loss: 0.00397145
loss: 0.00391598
loss: 0.00386611
loss: 0.00381967
loss: 0.00377541
loss: 0.00373264
loss: 0.00369096
loss: 0.00365015
loss: 0.00361007
loss: 0.00357063
loss: 0.00353179
loss: 0.00349351
loss: 0.00345577
loss: 0.00341856
loss: 0.00338186
loss: 0.00334566
loss: 0.00330994
loss: 0.0032747
loss: 0.00323993
loss: 0.00320561
loss: 0.00317175
loss: 0.00313832
loss: 0.00310533
loss: 0.00307277
loss: 0.00304062
loss: 0.00300888
loss: 0.00297754
loss: 0.00294659
loss: 0.00291603
loss: 0.00288586
loss: 0.00285605
loss: 0.00282662
loss: 0.00279754
loss: 0.00276882
loss: 0.00274045
loss: 0.00271242
iter = 1 loss: 0.69321
iter = 2 loss: 0.681794
iter = 3 loss: 0.673719
iter = 4 loss: 0.667893
iter = 5 loss: 0.663068
iter = 6 loss: 0.65836
iter = 7 loss: 0.653219
iter = 8 loss: 0.647185
iter = 9 loss: 0.639758
iter = 10 loss: 0.630226
iter = 11 loss: 0.617539
iter = 12 loss: 0.600586
iter = 13 loss: 0.578688
iter = 14 loss: 0.552144
iter = 15 loss: 0.522644
iter = 16 loss: 0.489741
iter = 17 loss: 0.455142
iter = 18 loss: 0.420841
iter = 19 loss: 0.388844
iter = 20 loss: 0.361
iter = 21 loss: 0.336355
iter = 22 loss: 0.314217
iter = 23 loss: 0.294178
iter = 24 loss: 0.275944
iter = 25 loss: 0.259302
iter = 26 loss: 0.244083
iter = 27 loss: 0.230141
iter = 28 loss: 0.217345
iter = 29 loss: 0.20558
iter = 30 loss: 0.194741
iter = 31 loss: 0.184738
iter = 32 loss: 0.175489
iter = 33 loss: 0.166924
iter = 34 loss: 0.15898
iter = 35 loss: 0.1516
iter = 36 loss: 0.144736
iter = 37 loss: 0.138342
iter = 38 loss: 0.132379
iter = 39 loss: 0.126812
iter = 40 loss: 0.121609
iter = 41 loss: 0.11674
iter = 42 loss: 0.112179
iter = 43 loss: 0.107901
iter = 44 loss: 0.103885
iter = 45 loss: 0.100111
iter = 46 loss: 0.0965598
iter = 47 loss: 0.093215
iter = 48 loss: 0.0900612
iter = 49 loss: 0.0870842
iter = 50 loss: 0.0842711

2x64 matrix is as follows

     |       0    |       1    |       2    |       3    |       4    |
----------------------------------------------------------------------
   0 |          1           1           0           1           0 
   1 |     0.9374      0.9364     0.05092      0.9371     0.06866 


     |       5    |       6    |       7    |       8    |       9    |
----------------------------------------------------------------------
   0 |          1           0           1           1           1 
   1 |     0.9347      0.0717      0.9338      0.9395       0.928 


     |      10    |      11    |      12    |      13    |      14    |
----------------------------------------------------------------------
   0 |          1           1           0           1           1 
   1 |     0.9357      0.9402     0.07207      0.9303      0.9395 


     |      15    |      16    |      17    |      18    |      19    |
----------------------------------------------------------------------
   0 |          1           0           1           0           0 
   1 |      0.941     0.07641      0.9192     0.07591     0.07902 


     |      20    |      21    |      22    |      23    |      24    |
----------------------------------------------------------------------
   0 |          1           0           0           0           1 
   1 |     0.8238     0.05718     0.06473     0.06494      0.9379 


     |      25    |      26    |      27    |      28    |      29    |
----------------------------------------------------------------------
   0 |          1           1           0           0           1 
   1 |     0.9154      0.9365     0.06083     0.08024      0.9338 


     |      30    |      31    |      32    |      33    |      34    |
----------------------------------------------------------------------
   0 |          1           0           0           0           0 
   1 |     0.9373     0.05617     0.06049     0.07429     0.06773 


     |      35    |      36    |      37    |      38    |      39    |
----------------------------------------------------------------------
   0 |          1           0           0           1           0 
   1 |     0.8994      0.1184     0.06834      0.9328     0.07233 


     |      40    |      41    |      42    |      43    |      44    |
----------------------------------------------------------------------
   0 |          0           1           1           1           1 
   1 |    0.06391      0.7944      0.9255      0.9375      0.9222 


     |      45    |      46    |      47    |      48    |      49    |
----------------------------------------------------------------------
   0 |          1           0           0           1           0 
   1 |     0.9289     0.08711     0.06462      0.8252     0.05973 


     |      50    |      51    |      52    |      53    |      54    |
----------------------------------------------------------------------
   0 |          0           0           1           1           0 
   1 |    0.05918      0.1698      0.9051      0.9373     0.06498 


     |      55    |      56    |      57    |      58    |      59    |
----------------------------------------------------------------------
   0 |          1           1           0           1           0 
   1 |     0.9253      0.9054     0.06298      0.9422     0.09467 


     |      60    |      61    |      62    |      63    |
----------------------------------------------------------------------
   0 |          0           1           1           1 
   1 |     0.1386      0.9382      0.9345      0.9334 

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