// This file is part of OpenCV project. // It is subject to the license terms in the LICENSE file found in the top-level directory // of this distribution and at http://opencv.org/license.html. #ifndef OPENCV_DNN_SRC_CUDA_ATOMICS_HPP #define OPENCV_DNN_SRC_CUDA_ATOMICS_HPP #include #include // The 16-bit __half floating-point version of atomicAdd() is only supported by devices of compute capability 7.x and higher. // This function was introduced in CUDA 10. // https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#atomicadd #if !defined(__CUDA_ARCH__) || (__CUDA_ARCH__ >= 700 && CUDART_VERSION >= 10000) // And half-precision floating-point operations are not supported by devices of compute capability strictly lower than 5.3 // https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#features-and-technical-specifications #elif __CUDA_ARCH__ < 530 #else inline __device__ void atomicAdd(__half* address, __half val) { unsigned int* address_as_ui = (unsigned int *)((char *)address - ((size_t)address & 2)); unsigned int old = *address_as_ui; unsigned int assumed; do { assumed = old; __half_raw hsum; hsum.x = (size_t)address & 2 ? (old >> 16) : (old & 0xffff); __half tmpres = hsum + val; hsum = __half_raw(tmpres); old = (size_t)address & 2 ? (old & 0xffff) | (hsum.x << 16) : (old & 0xffff0000) | hsum.x; old = atomicCAS(address_as_ui, assumed, old); } while (assumed != old); } #endif #endif /* OPENCV_DNN_SRC_CUDA_ATOMICS_HPP */