Execution Time1.97s

Test: TMVA-DNN-RNN-Backpropagation-Cpu (Passed)
Build: master-x86_64-mac1013-clang100 (macphsft16.dyndns.cern.ch) on 2020-03-11 00:51:05

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][32m1.32761e-10[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][32m1.58431e-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][32m4.88611e-10[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][32m1.26045e-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][33m2.35823e-09[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m5.0969e-09[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][32m8.79839e-10[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][33m5.85163e-07[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m5.06589e-07[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.86663e-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][33m3.2721e-06[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.68254e-06[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m2.12462e-07[NON-XML-CHAR-0x1B][39m
Testing Weight Backprop using RNN with batchsize = 1 input = 5 state = 10 time = 3	with a fixed input and a dense layer and an extra RNN
Error in <AddBasicRNNLayer>: Inconsistent time steps with input layout - it should be 3 instead of 3
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][33m4.0789e-09[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m1.93283e-07[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m3.54521e-08[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][33m2.67362e-07[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m7.30392e-08[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m8.51791e-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][33m3.95935e-06[NON-XML-CHAR-0x1B][39m
Testing weight state gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m5.71883e-08[NON-XML-CHAR-0x1B][39m
Testing bias gradients:      maximum error (relative): [NON-XML-CHAR-0x1B][33m5.69371e-09[NON-XML-CHAR-0x1B][39m