add documentation for the cubin header check and explain the reason
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@ -132,6 +132,10 @@ Thus the GPU_ARCH setting is merely an optimization, to have code for
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the preferred GPU architecture directly included rather than having to wait
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for the JIT compiler of the CUDA driver to translate it.
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When building with CMake, you **must NOT** build the GPU library in ``lib/gpu``
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using the traditional build procedure. CMake will detect files generated by that
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process and will terminate with an error and a suggestion for how to remove them.
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If you are compiling with HIP, note that before running CMake you will have to
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set appropriate environment variables. Some variables such as
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:code:`HCC_AMDGPU_TARGET` or :code:`CUDA_PATH` are necessary for :code:`hipcc`
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