How does GPU programming work?

This page summarizes the projects mentioned and recommended in the original post on /r/GraphicsProgramming
Vulkan vulkan-fft vulkan-api Opencl Fft

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  • clvk

    Implementation of OpenCL 3.0 on Vulkan

    • What we really need is CLVK, but it seems pretty limited. I'd prefer a clang based compiler which can accept opencl c++ personally, because a brand new compiler is not ideal

  • VkFFT

    Vulkan/CUDA/HIP/OpenCL/Level Zero/Metal Fast Fourier Transform library

    • Vulkan is now the defacto cross platform compute framework for GPUs, despite it being a graphics API. You loose the ability to target FPGAs and the... steam link? but Nvidia can't ignore vulkan, and often Vulkan gets features pretty early on, implemented by Nvidia themselves (raytracing, cooperative matrices). Phones support Vulkan, and even on Apple we have the free moltenVK, thanks to Khronos group, Valve, and LunarG. You don't have a free avenue for other API's or any for OpenCL. Currently on modern devices Vulkan has the widest spread of support. Vulkan is so much a defacto standard Google and Adobe are trying to get OpenCL to run on top of it (clspv), and one of the fastest GPU FFT libraries is written in vulkan.

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    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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