Part Number:TDA2EVM5777
Tool/software: Linux
Hi,
We have a segmentation model, trained and tested in caffe-jacinto, the same is imported using TIDL 01.01.00.00.
When we tried to infer, a failure is seen at the TIDL_Deconv2DLayer. (No such issues were seen during importing)
Layer 1 : Max PASS : 65025 : 43052 Out Q : 254 , 131588, TIDL_BatchNormLayer , PASSED #MMACs = 0.04, 0.00, 0.04, Sparsity : 0.00, 100.00
Layer 2 : Max PASS : 29903 : 27446 Out Q : 1896 , 30020, TIDL_ConvolutionLayer, PASSED #MMACs = 2.76, 2.65, 3.33, Sparsity : -20.37, 4.17
...
Layer 8 : Max FAIL : 16330 : 14812 Out Q : 9887 , 32039, TIDL_ConvolutionLayer, PASSED #MMACs = 7.37, 6.81, 6.96, Sparsity : 5.56, 7.62
Layer 9 : Max FAIL : 2151 : 23067 Out Q : 2329 , 34862, Faling at 0, 0, 0, 0, 22
TIDL_Deconv2DLayer, FAILED!!!!!! #MMACs = 0.03, 0.00, 0.03, Sparsity : 0.00, 100.00
Layer 10 : Max PASS : 255255 : 27648 Out Q : 2329 , 256256, TIDL_EltWiseLayer, PASSED #MMACs = 0.05, 0.00, 0.05, Sparsity : 0.00, 100.00
Layer 11 : Max FAIL : 425 : 2895 Out Q : 776 , 98633, Faling at 0, 0, 7, 0, 1
TIDL_Deconv2DLayer, FAILED!!!!!! #MMACs = 0.05, 0.00, 0.05, Sparsity : 0.00, 100.00
Layer 12 : Max PASS : 654075 : 65280 Out Q : 776 , 656640, TIDL_EltWiseLayer, PASSED #MMACs = 0.10, 0.00, 0.10, Sparsity : 0.00, 100.00
Layer 13 : Max FAIL : 1093 : 15487 Out Q : 120 , 489621, Faling at 0, 0, 0, 0, 3
TIDL_Deconv2DLayer, FAILED!!!!!! #MMACs = 0.04, 0.00, 0.04, Sparsity : 0.00, 100.00
Layer 14 :TIDL_ArgMaxLayer, FAILED!!!!!! #MMACs = 0.04, 0.00, 0.04, Sparsity : 0.00, 100.00
End of config list found !
Kindly help in root-causing the issue
Regards
Uday M S