Execution Time0.09s

Test: TMVA-DNN-RNN-FullRNN (Passed)
Build: v6-18-00-patches-x86_64-ubuntu16-gcc54-opt (sft-ubuntu-1604-4) on 2019-11-14 00:46:47
Repository revision: 869553a4dd0f00a0fc618d6e9d1fbdd66c820707

Test Timing: Passed
Processors1

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Test output
Training RNN to identity firstCopying output into input
Copying output into input
loss: 0.931271
loss: 0.489717
loss: 0.277643
loss: 0.168762
loss: 0.110436
loss: 0.0783598
loss: 0.0604222
loss: 0.0502717
loss: 0.0444674
loss: 0.0411077
loss: 0.0391292
loss: 0.0379333
loss: 0.0371818
loss: 0.0366832
loss: 0.0363291
loss: 0.0360577
loss: 0.0358343
loss: 0.035639
loss: 0.0354606
loss: 0.0352926
loss: 0.0351314
loss: 0.034975
loss: 0.034822
loss: 0.0346719
loss: 0.0345242
loss: 0.0343787
loss: 0.0342352
loss: 0.0340936
loss: 0.0339538
loss: 0.0338158
loss: 0.0336795
loss: 0.033545
loss: 0.0334121
loss: 0.0332808
loss: 0.033151
loss: 0.0330229
loss: 0.0328962
loss: 0.0327711
loss: 0.0326474
loss: 0.0325252
loss: 0.0324043
loss: 0.0322849
loss: 0.0321668
loss: 0.03205
loss: 0.0319346
loss: 0.0318204
loss: 0.0317074
loss: 0.0315958
loss: 0.0314853
loss: 0.031376
iter = 1 loss: 0.797916
iter = 2 loss: 0.717821
iter = 3 loss: 0.688554
iter = 4 loss: 0.669273
iter = 5 loss: 0.65618
iter = 6 loss: 0.64513
iter = 7 loss: 0.635009
iter = 8 loss: 0.625408
iter = 9 loss: 0.616233
iter = 10 loss: 0.607535
iter = 11 loss: 0.599305
iter = 12 loss: 0.591362
iter = 13 loss: 0.583469
iter = 14 loss: 0.575468
iter = 15 loss: 0.567286
iter = 16 loss: 0.558898
iter = 17 loss: 0.550301
iter = 18 loss: 0.541494
iter = 19 loss: 0.53248
iter = 20 loss: 0.523258
iter = 21 loss: 0.513825
iter = 22 loss: 0.504175
iter = 23 loss: 0.494292
iter = 24 loss: 0.484162
iter = 25 loss: 0.473775
iter = 26 loss: 0.46315
iter = 27 loss: 0.452344
iter = 28 loss: 0.441414
iter = 29 loss: 0.430398
iter = 30 loss: 0.419311
iter = 31 loss: 0.408168
iter = 32 loss: 0.396977
iter = 33 loss: 0.385741
iter = 34 loss: 0.374457
iter = 35 loss: 0.363118
iter = 36 loss: 0.351713
iter = 37 loss: 0.340239
iter = 38 loss: 0.328711
iter = 39 loss: 0.317183
iter = 40 loss: 0.305756
iter = 41 loss: 0.294557
iter = 42 loss: 0.283703
iter = 43 loss: 0.273285
iter = 44 loss: 0.263355
iter = 45 loss: 0.253932
iter = 46 loss: 0.245007
iter = 47 loss: 0.236557
iter = 48 loss: 0.228553
iter = 49 loss: 0.220963
iter = 50 loss: 0.213757

2x64 matrix is as follows

     |       0    |       1    |       2    |       3    |       4    |
----------------------------------------------------------------------
   0 |          1           1           0           1           0 
   1 |     0.8761      0.8401     0.07297      0.9058      0.1831 


     |       5    |       6    |       7    |       8    |       9    |
----------------------------------------------------------------------
   0 |          1           0           1           1           1 
   1 |     0.8906      0.2447      0.6643      0.8559      0.7901 


     |      10    |      11    |      12    |      13    |      14    |
----------------------------------------------------------------------
   0 |          1           1           0           1           1 
   1 |     0.6348      0.8854      0.1135      0.8288      0.9117 


     |      15    |      16    |      17    |      18    |      19    |
----------------------------------------------------------------------
   0 |          1           0           1           0           0 
   1 |     0.9112      0.2627      0.9008      0.2122      0.2748 


     |      20    |      21    |      22    |      23    |      24    |
----------------------------------------------------------------------
   0 |          1           0           0           0           1 
   1 |     0.8202     0.05684      0.3021     0.07539      0.8865 


     |      25    |      26    |      27    |      28    |      29    |
----------------------------------------------------------------------
   0 |          1           1           0           0           1 
   1 |     0.8483      0.9021      0.1525      0.1099      0.8534 


     |      30    |      31    |      32    |      33    |      34    |
----------------------------------------------------------------------
   0 |          1           0           0           0           0 
   1 |     0.8709     0.05469     0.05491       0.589      0.2976 


     |      35    |      36    |      37    |      38    |      39    |
----------------------------------------------------------------------
   0 |          1           0           0           1           0 
   1 |     0.7693       0.106       0.119      0.6338     0.06329 


     |      40    |      41    |      42    |      43    |      44    |
----------------------------------------------------------------------
   0 |          0           1           1           1           1 
   1 |     0.1015      0.5698       0.903      0.7146      0.9128 


     |      45    |      46    |      47    |      48    |      49    |
----------------------------------------------------------------------
   0 |          1           0           0           1           0 
   1 |     0.8506      0.1714     0.06421      0.8977      0.2919 


     |      50    |      51    |      52    |      53    |      54    |
----------------------------------------------------------------------
   0 |          0           0           1           1           0 
   1 |    0.07975      0.4752      0.8269      0.8774     0.05054 


     |      55    |      56    |      57    |      58    |      59    |
----------------------------------------------------------------------
   0 |          1           1           0           1           0 
   1 |     0.8306      0.8297       0.168      0.8255      0.4612 


     |      60    |      61    |      62    |      63    |
----------------------------------------------------------------------
   0 |          0           1           1           1 
   1 |    0.08042      0.8555      0.7549      0.7967 

ROC integral is 0.453247
Test full RNN passed : Efficiencies are 0.0344828 and 1