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Disabled the use of half2 on cuda devices of compute capability < 5.3
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@ -17,7 +17,8 @@
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// we'll use on the host side (SSE, AVX, ...)
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#if defined(__CUDACC__) && defined(EIGEN_USE_GPU)
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#if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 300
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// Most of the following operations require arch >= 5.3
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#if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
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namespace Eigen {
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namespace internal {
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@ -67,20 +68,12 @@ template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstoreu<half>(half* to, co
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template<>
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EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE half2 ploadt_ro<half2, Aligned>(const half* from) {
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#if __CUDA_ARCH__ >= 320
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return __ldg((const half2*)from);
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#else
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return __halves2half2(*(from+0), *(from+1));
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#endif
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}
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template<>
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EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE half2 ploadt_ro<half2, Unaligned>(const half* from) {
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#if __CUDA_ARCH__ >= 320
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return __halves2half2(__ldg(from+0), __ldg(from+1));
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#else
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return __halves2half2(*(from+0), *(from+1));
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#endif
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}
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template<> EIGEN_DEVICE_FUNC inline half2 pgather<half, half2>(const half* from, Index stride) {
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@ -113,8 +106,6 @@ ptranspose(PacketBlock<half2,2>& kernel) {
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kernel.packet[1] = __halves2half2(a2, b2);
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}
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// The following operations require arch >= 5.3
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#if __CUDA_ARCH__ >= 530
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template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 plset<half2>(const half& a) {
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return __halves2half2(a, __hadd(a, __float2half(1.0f)));
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}
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@ -190,7 +181,6 @@ template<> EIGEN_DEVICE_FUNC inline half predux_min<half2>(const half2& a) {
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template<> EIGEN_DEVICE_FUNC inline half predux_mul<half2>(const half2& a) {
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return __hmul(__low2half(a), __high2half(a));
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}
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#endif
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} // end namespace internal
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@ -71,6 +71,7 @@ struct functor_traits<scalar_cast_op<half, float> >
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#if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
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template <>
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struct type_casting_traits<half, float> {
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@ -82,22 +83,9 @@ struct type_casting_traits<half, float> {
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};
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template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE float4 pcast<half2, float4>(const half2& a, const half2& b) {
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#if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 300
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float2 r1 = __half22float2(a);
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float2 r2 = __half22float2(b);
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return make_float4(r1.x, r1.y, r2.x, r2.y);
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#else
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half r1;
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r1.x = a.x & 0xFFFF;
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half r2;
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r2.x = (a.x & 0xFFFF0000) >> 16;
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half r3;
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r3.x = b.x & 0xFFFF;
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half r4;
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r4.x = (b.x & 0xFFFF0000) >> 16;
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return make_float4(static_cast<float>(r1), static_cast<float>(r2),
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static_cast<float>(r3), static_cast<float>(r4));
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#endif
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}
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template <>
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@ -111,19 +99,10 @@ struct type_casting_traits<float, half> {
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template<> EIGEN_STRONG_INLINE half2 pcast<float4, half2>(const float4& a) {
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// Simply discard the second half of the input
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#if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 300
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return __float22half2_rn(make_float2(a.x, a.y));
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#else
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half r1 = static_cast<half>(a.x);
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half r2 = static_cast<half>(a.y);
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half2 r;
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r.x = 0;
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r.x |= r1.x;
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r.x |= (static_cast<unsigned int>(r2.x) << 16);
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return r;
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#endif
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}
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#endif
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#endif
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} // end namespace internal
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@ -210,10 +210,7 @@ if(CUDA_FOUND AND EIGEN_TEST_CUDA)
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ei_add_test(cxx11_tensor_random_cuda)
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endif()
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# Operations other that casting of half floats are only supported starting with arch 5.3
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if (${EIGEN_CUDA_COMPUTE_ARCH} GREATER 52)
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ei_add_test(cxx11_tensor_of_float16_cuda)
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endif()
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ei_add_test(cxx11_tensor_of_float16_cuda)
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unset(EIGEN_ADD_TEST_FILENAME_EXTENSION)
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endif()
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