Files
pytorch/c10/util/floating_point_utils.h
Scott Wolchok 081c1687c8 Remove UB type punning from c10/util/floating_point_utils.h (#140567)
Accessing the inactive member of a union is undefined behavior. Fortunately, we have c10::bit_cast.

Differential Revision: [D65888680](https://our.internmc.facebook.com/intern/diff/D65888680/)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/140567
Approved by: https://github.com/Skylion007, https://github.com/malfet
ghstack dependencies: #140564, #140565, #140566
2024-11-18 18:41:34 +00:00

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798 B
C++

#pragma once
#include <c10/macros/Macros.h>
#include <c10/util/bit_cast.h>
#include <cstdint>
namespace c10::detail {
C10_HOST_DEVICE inline float fp32_from_bits(uint32_t w) {
#if defined(__OPENCL_VERSION__)
return as_float(w);
#elif defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__)
return __uint_as_float((unsigned int)w);
#elif defined(__INTEL_COMPILER)
return _castu32_f32(w);
#else
return c10::bit_cast<float>(w);
#endif
}
C10_HOST_DEVICE inline uint32_t fp32_to_bits(float f) {
#if defined(__OPENCL_VERSION__)
return as_uint(f);
#elif defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__)
return (uint32_t)__float_as_uint(f);
#elif defined(__INTEL_COMPILER)
return _castf32_u32(f);
#else
return c10::bit_cast<uint32_t>(f);
#endif
}
} // namespace c10::detail