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Lack of cuDNN 5 and WINOGRAD algorithm support #2

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Lack of cuDNN 5 and WINOGRAD algorithm support#2
@wenwei202

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@wenwei202
wenwei202
opened on Apr 16, 2017

I tried to run
./scripts/exp_case_alexnet_scalability.sh
and raised a butch of Warning and got no profiling results:

WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
INFO build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:393] Tile FFT: 1 (32x32) 1D: False
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:192] Unsupported algorithm: CUDNN_CONVOLUTION_FWD_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD
WARNING build/bdist.linux-x86_64/egg/paleo/profilers/flops_profiler.py:246] Unsupported algorithm: CUDNN_CONVOLUTION_BWD_DATA_ALGO_WINOGRAD

What might be the problem? Thanks

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