Avoid PDL race conditions by disabling __restrict__ when PDL is used (#24030)
* Removes __restrict__ from PDL kernel headers due to incompatibility with PDL. Adds preprocessor directives based on arch in kernel body to add __restrict__ to retain performance on older architectures. * Simplifies new __restrict__ usage via macro * Add hopper to PDL __restrict__ fix. Co-authored-by: Oliver Simons <osimons@nvidia.com> --------- Co-authored-by: Oliver Simons <osimons@nvidia.com>
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Oliver Simons
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@@ -1611,6 +1611,12 @@ static bool ggml_cuda_kernel_can_use_pdl(const void * kernel) {
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#endif //defined(GGML_CUDA_USE_PDL)
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// PDL and __restrict__ need to be mutually exclusive, see https://github.com/ggml-org/llama.cpp/pull/24030
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# if (defined(GGML_CUDA_USE_PDL) && defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= GGML_CUDA_CC_HOPPER)
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# define GGML_CUDA_RESTRICT
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# else
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# define GGML_CUDA_RESTRICT __restrict__
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# endif // defined(GGML_CUDA_USE_PDL) && defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= GGML_CUDA_CC_HOPPER
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template<typename Kernel, typename... Args>
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static __inline__ void ggml_cuda_kernel_launch(Kernel kernel, const ggml_cuda_kernel_launch_params & launch_params, Args&&... args) {
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