Execution Time0.09s

Test: TMVA-DNN-RNN-FullRNN (Passed)
Build: PR-4279-x86_64-ubuntu16-gcc54-opt (sft-ubuntu-1604-4) on 2019-11-14 21:01:42
Repository revision: eb9d2d64c365eec560379f62009bcc1579861643

Test Timing: Passed
Processors1

Show Command Line
Display graphs:

Test output
Training RNN to identity firstCopying output into input
Copying output into input
loss: 0.403087
loss: 0.225376
loss: 0.137241
loss: 0.0923132
loss: 0.0684216
loss: 0.0549866
loss: 0.0469027
loss: 0.041653
loss: 0.037963
loss: 0.0351679
loss: 0.0329104
loss: 0.0309924
loss: 0.0293007
loss: 0.0277691
loss: 0.0263575
loss: 0.0250409
loss: 0.0238036
loss: 0.0226347
loss: 0.021527
loss: 0.0204752
loss: 0.0194752
loss: 0.0185237
loss: 0.0176179
loss: 0.0167556
loss: 0.0159346
loss: 0.0151528
loss: 0.0144085
loss: 0.0137
loss: 0.0130256
loss: 0.0123838
loss: 0.0117731
loss: 0.0111921
loss: 0.0106394
loss: 0.0101136
loss: 0.00961368
loss: 0.00913826
loss: 0.00868623
loss: 0.0082565
loss: 0.00784801
loss: 0.00745974
loss: 0.00709073
loss: 0.00674006
loss: 0.00640683
loss: 0.0060902
loss: 0.00578936
loss: 0.00550354
loss: 0.005232
loss: 0.00497405
loss: 0.00472901
loss: 0.00449624
iter = 1 loss: 0.686784
iter = 2 loss: 0.589667
iter = 3 loss: 0.514964
iter = 4 loss: 0.483877
iter = 5 loss: 0.455386
iter = 6 loss: 0.428583
iter = 7 loss: 0.403372
iter = 8 loss: 0.379901
iter = 9 loss: 0.358282
iter = 10 loss: 0.338487
iter = 11 loss: 0.320469
iter = 12 loss: 0.304071
iter = 13 loss: 0.289192
iter = 14 loss: 0.275774
iter = 15 loss: 0.263945
iter = 16 loss: 0.255035
iter = 17 loss: 0.249634
iter = 18 loss: 0.262906
iter = 19 loss: 0.248421
iter = 20 loss: 0.272563
iter = 21 loss: 0.229865
iter = 22 loss: 0.209928
iter = 23 loss: 0.194822
iter = 24 loss: 0.189219
iter = 25 loss: 0.178482
iter = 26 loss: 0.17434
iter = 27 loss: 0.164529
iter = 28 loss: 0.160902
iter = 29 loss: 0.151395
iter = 30 loss: 0.147963
iter = 31 loss: 0.13856
iter = 32 loss: 0.136166
iter = 33 loss: 0.12762
iter = 34 loss: 0.128375
iter = 35 loss: 0.11922
iter = 36 loss: 0.119463
iter = 37 loss: 0.110958
iter = 38 loss: 0.10985
iter = 39 loss: 0.10379
iter = 40 loss: 0.102531
iter = 41 loss: 0.0974394
iter = 42 loss: 0.0958551
iter = 43 loss: 0.0916174
iter = 44 loss: 0.0897994
iter = 45 loss: 0.0862926
iter = 46 loss: 0.0843498
iter = 47 loss: 0.0814304
iter = 48 loss: 0.0794656
iter = 49 loss: 0.0770093
iter = 50 loss: 0.0751091

2x64 matrix is as follows

     |       0    |       1    |       2    |       3    |       4    |
----------------------------------------------------------------------
   0 |          1           1           0           1           0 
   1 |     0.9641       0.978     0.03619      0.9679     0.04062 


     |       5    |       6    |       7    |       8    |       9    |
----------------------------------------------------------------------
   0 |          1           0           1           1           1 
   1 |     0.9643      0.1012      0.9347       0.974      0.9462 


     |      10    |      11    |      12    |      13    |      14    |
----------------------------------------------------------------------
   0 |          1           1           0           1           1 
   1 |     0.9736      0.9192     0.02561      0.9293      0.9746 


     |      15    |      16    |      17    |      18    |      19    |
----------------------------------------------------------------------
   0 |          1           0           1           0           0 
   1 |     0.9489      0.2325      0.9774     0.04497     0.03536 


     |      20    |      21    |      22    |      23    |      24    |
----------------------------------------------------------------------
   0 |          1           0           0           0           1 
   1 |      0.924     0.02713     0.03416     0.04854      0.9151 


     |      25    |      26    |      27    |      28    |      29    |
----------------------------------------------------------------------
   0 |          1           1           0           0           1 
   1 |     0.9362      0.9612     0.06755      0.1011      0.9631 


     |      30    |      31    |      32    |      33    |      34    |
----------------------------------------------------------------------
   0 |          1           0           0           0           0 
   1 |     0.9225      0.0398      0.0367      0.1179     0.06652 


     |      35    |      36    |      37    |      38    |      39    |
----------------------------------------------------------------------
   0 |          1           0           0           1           0 
   1 |     0.9654     0.07143      0.1018      0.9623     0.02376 


     |      40    |      41    |      42    |      43    |      44    |
----------------------------------------------------------------------
   0 |          0           1           1           1           1 
   1 |    0.04171      0.5114      0.9626      0.9372      0.9285 


     |      45    |      46    |      47    |      48    |      49    |
----------------------------------------------------------------------
   0 |          1           0           0           1           0 
   1 |     0.9163     0.05056     0.03013      0.8832       0.103 


     |      50    |      51    |      52    |      53    |      54    |
----------------------------------------------------------------------
   0 |          0           0           1           1           0 
   1 |    0.02424      0.2606      0.8722      0.9725     0.02666 


     |      55    |      56    |      57    |      58    |      59    |
----------------------------------------------------------------------
   0 |          1           1           0           1           0 
   1 |     0.9222      0.9238     0.05044      0.9406     0.02573 


     |      60    |      61    |      62    |      63    |
----------------------------------------------------------------------
   0 |          0           1           1           1 
   1 |     0.0572      0.9211      0.9568      0.9746 

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