Add Max's gsoc proposal #310
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vgvassilev
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Jun 6, 2025
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Can you run the pdf through an online pdf optimization tool?
vgvassilev
reviewed
Jun 8, 2025
| status: Ongoing | ||
| description: | | ||
| Clad is a Clang plugin designed to provide automatic differentiation (AD) for C++ mathematical functions. It generates code for computing derivatives modifying Abstract-Syntax-Tree(AST) using LLVM compiler features. It performs advanced program optimization by implementing more sophisticated analyses because it has access to a rich program representation – the Clang AST. Clad supports reverse-mode differentiation of the CUDA kernels, however it is not always optimal because the generated code might contain the data-race conditions, significantly slowing up the execution. Thread Safety Analysis(TSA) is a static analysis that detects possible data-race conditions that would enable reducing atomic operations in the Clad-produced code. | ||
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Looks like the TSA abbreviation is not used elsewhere. Let’s drop it.
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