auto converter Serial C Code to Parallel GPU Code

auto converter Serial C Code to Parallel GPU Code Software list
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I am not sure if it answers your question, but you might take a look at OpenACC https://developer.nvidia.com/openacc, which is simply a compiler directive to convert serical C code to GPU code.