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Of course, you can also write native HIP code. If you want to port code from CUDA into HIP manually, see here: https://github.com/ROCm-Developer-Tools/HIP/blob/develop/docs/markdown/hip_porting_guide.md
Or you use OpenCL. Or you write the GPU code in https://halide-lang.org or https://taichi.graphics which support many backends (CPU, Nvidia GPU, AMD GPU, Intel GPU, OpenGL, DirectX, Vulkan, ....)
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.