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author | Gael Guennebaud <g.gael@free.fr> | 2014-01-24 13:24:30 +0100 |
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committer | Gael Guennebaud <g.gael@free.fr> | 2014-01-24 13:24:30 +0100 |
commit | 6cf938df53b5f26690a0e8034e10d11640d3a5c2 (patch) | |
tree | cdaf246271fa21e3388e048c2439f7e3024eb90d /doc/UsingNVCC.dox | |
parent | afcfb560a2b92ad8b73f03fff80e691050fd5adc (diff) |
Add a minimalistic page on CUDA with Eigen.
Diffstat (limited to 'doc/UsingNVCC.dox')
-rw-r--r-- | doc/UsingNVCC.dox | 32 |
1 files changed, 32 insertions, 0 deletions
diff --git a/doc/UsingNVCC.dox b/doc/UsingNVCC.dox new file mode 100644 index 000000000..e9df5de04 --- /dev/null +++ b/doc/UsingNVCC.dox @@ -0,0 +1,32 @@ + +namespace Eigen { + +/** \page TopicCUDA Using Eigen in CUDA kernels + +\b Disclaimer: this page is about an \b experimental feature in %Eigen. + +Staring from CUDA 5.0, the CUDA compiler, \c nvcc, is able to properly parse %Eigen's code (almost). +A few adaptations of the %Eigen's code already allows to use some parts of %Eigen in your own CUDA kernels. +To this end you need the devel branch of %Eigen, CUDA 5.0 or greater with GCC. + +Known issues: + + - \c nvcc with MS Visual Studio does not work (patch welcome) + + - \c nvcc with \c clang does not work (patch welcome) + + - \c nvcc 5.5 with gcc-4.7 (or greater) has issues with the standard \c <limits> header file. To workaround this, you can add the following before including any other files: + \code + // workaround issue between gcc >= 4.7 and cuda 5.5 + #if (defined __GNUC__) && (__GNUC__>4 || __GNUC_MINOR__>=7) + #undef _GLIBCXX_ATOMIC_BUILTINS + #undef _GLIBCXX_USE_INT128 + #endif + \endcode + + - On 64bits system Eigen uses \c long \c int as the default type for indexes and sizes. On CUDA device, it would make sense to default to 32 bits \c int. + However, to keep host and CUDA code compatible, this cannot be done automatically by %Eigen, and the user is thus required to define \c EIGEN_DEFAULT_DENSE_INDEX_TYPE to \c int throughout his code (or only for CUDA code if there is no interaction between host and CUDA code through %Eigen's object). + +*/ + +} |