Execution Time0.95s

Test: TMVA-DNN-RNN-Backpropagation-Cpu (Passed)
Build: master-x86_64-fedora28-gcc8 (sft-fedora-28-1.cern.ch) on 2020-03-30 00:09:49

Test Timing: Passed
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Test output
Testing RNN backward pass
Testing Weight Backprop using RNN with batchsize = 2 input = 2 state = 1 time = 1	using a random input
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 1 instead of 1
Testing weight input gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.51506e-09[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (absolute): [NON-XML-CHAR-0x1B][32m0[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][32m3.87097e-11[NON-XML-CHAR-0x1B][39m
Testing Weight Backprop using RNN with batchsize = 2 input = 2 state = 3 time = 1	using a random input
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 1 instead of 1
Testing weight input gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.06485e-09[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (absolute): [NON-XML-CHAR-0x1B][32m0[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][32m1.19069e-10[NON-XML-CHAR-0x1B][39m
Testing Weight Backprop using RNN with batchsize = 3 input = 5 state = 4 time = 2	using a random input
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 2 instead of 2
Testing weight input gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m4.88374e-09[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m9.67807e-08[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.64125e-08[NON-XML-CHAR-0x1B][39m
Testing Weight Backprop using RNN with batchsize = 2 input = 5 state = 10 time = 4	using a random input
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 4 instead of 4
Testing weight input gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.75437e-07[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m6.50572e-07[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m3.13906e-08[NON-XML-CHAR-0x1B][39m
Testing Weight Backprop using RNN with batchsize = 64 input = 5 state = 10 time = 5	using a random input
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 5 instead of 5
Testing weight input gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m5.15159e-06[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][31m2.23573e-05[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m6.86937e-06[NON-XML-CHAR-0x1B][39m
Testing Weight Backprop using RNN with batchsize = 1 input = 5 state = 10 time = 3	with a fixed input
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 3 instead of 3
Testing weight input gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.28386e-07[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m9.70447e-08[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m4.41461e-09[NON-XML-CHAR-0x1B][39m
Testing Weight Backprop using RNN with batchsize = 32 input = 20 state = 10 time = 4	using a random input and a dense layer
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 4 instead of 4
Testing weight input gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.46891e-06[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m6.88241e-07[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m4.20316e-09[NON-XML-CHAR-0x1B][39m
Testing Weight Backprop using RNN with batchsize = 32 input = 5 state = 10 time = 4	using a random input and a dense layer and an extra RNN
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 4 instead of 4
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 4 instead of 4
Testing weight input gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.29604e-07[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m8.86293e-08[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m7.91324e-08[NON-XML-CHAR-0x1B][39m