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GVProf: A Value Profiler for GPU-based Clusters

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GVProf

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GVProf is a value profiler for NVIDIA GPUs to explore value-related inefficiencies in GPU-accelerated applications.

Quick Start

git clone --recursive git@github.com:Jokeren/GVProf.git && cd GVProf

# Install gvprof
./bin/install

# Setup environment variables
export GVProfInstall=$(pwd)/gvprof
export PATH=${GVProfInstall}/bin:$PATH
export PATH=${GVProfInstall}/hpctoolkit/bin:$PATH
export PATH=${GVProfInstall}/redshow/bin:$PATH

# Test a sample
cd samples/vectorAdd.f32
make
gvprof -e redundancy ./vectorAdd

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  • Python 51.6%
  • Cuda 23.3%
  • Shell 12.4%
  • C++ 7.5%
  • C 3.7%
  • Makefile 1.5%