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[Discussion] OpenCL support #71

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antinucleon opened this issue Nov 2, 2015 · 7 comments
Open

[Discussion] OpenCL support #71

antinucleon opened this issue Nov 2, 2015 · 7 comments

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@antinucleon
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I notice Android supports OpenCL, which will bring great benefit.

Let's discuss how much work need to be done to make mshadow support OpenCL

@mli @tqchen @piiswrong

@antinucleon
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Before fully investigation, I think we need to change:

  • base.h
  • stream_gpu-inl.h
  • tensor_gpu-inl.h
  • reduce.cuh
  • tensor_gpu-inl.cuh

@tqchen
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tqchen commented Nov 2, 2015

For current OpenCL, this will means switch the expression template to be a code generation system that generate strings (opencl code) which can be compiled send to opencl C++ API.

@antinucleon
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I think we'd also make change to cl memory/ buffer stuff, which I need to
do more investigation.
On Mon, Nov 2, 2015 at 11:03 Tianqi Chen notifications@github.com wrote:

For current OpenCL, this will means switch the expression template to be a
code generation system that generate strings (opencl code) which can be
compiled send to opencl C++ API.


Reply to this email directly or view it on GitHub
#71 (comment).

@paulheideman
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I've just come across SyCL - C++ templating on top of OpenCL. Might be useful?

@vchuravy
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vchuravy commented Sep 1, 2016

OpenCL 2.2 now support a C++ as a kernel language, that should make it a lot easier to implement support. https://github.com/KhronosGroup/SPIR/tree/spirv-1.1#step-6-creating-spir-v-binaries

@bhack
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bhack commented Nov 9, 2016

Eigen Tensor was gone in SyCL direction

@szha
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szha commented Aug 4, 2019

This code base has been donated to the Apache MXNet project per #373, and repo is deprecated. Future development and issue tracking should continue in Apache MXNet.

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6 participants