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MGfoundation / mgcpp

A C++ Math Library Based on CUDA

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Make an efficient CUDA microbenchmark framework

Red-Portal opened this issue · comments

commented

Make a efficient CUDA micro benchmark framework

The current workflow of writing/optimizing CUDA kernels is very difficult because there is no proper, consistent way of measuring the performance of kernels.
A simple and consistent tool to measure and profile CUDA kernels is required.

Requirements

  • Automatic measuring of FLOPS (probably using nvprof)
  • Measuring of parallel scaling
  • Simple, nutshell API
  • Plotting the benchmark reports (probably using pyplot, gnuplot)
commented

working on this on a separate repository https://github.com/MGfoundation/mgbench