[LLVMdev] C++AMP -> OpenCL (NVPTX) prototype

corngood at gmail.com corngood at gmail.com
Sat Apr 13 21:13:57 CDT 2013


After reading about Intel's 'Shevlin Park' project to implement C++AMP in 
llvm/clang, and failing to find any code for it, I decided to try to implement 
something similar.  I did it as an excuse to explore and hack on llvm/clang, 
which I hadn't done before, but it's now at the point where it will run the 
simplest matrix multiplication sample from MSDN, so I thought I might as well 
share it.

The source is in:
https://github.com/corngood/llvm.git
https://github.com/corngood/clang.git
https://github.com/corngood/compiler-rt.git [unchanged]
https://github.com/corngood/amp.git [simple test project]

It's fairly hacky, and very fragile, so don't expect anything that isn't used 
in the sample to work.  I also haven't tested it on large datasets, and there 
are some things that definitely need fixing before I'd expect good performance 
(e.g. workgroup size).  It currently works only on NVIDIA GPUs, and has only 
been tested on my shitty old 9600GT on amd64 linux with the stable binary 
drivers.

The compilation process currently works like this:

.cpp -> [clang++ -fc++-amp] -> .ll
	- compile non-amp code

.cpp -> [clang++ -fc++-amp -famp-is-kernel] -> .amp.ll
	- compile amp kernels only

.amp.ll -> [opt -amp-to-opencl] -> .nvvm.ll
	- create kernel wrapper to deal with buffer/const inputs
	- add nvvm annotations

.nvvm.ll -> [llc -march=nvptx] -> .ptx
	- compile kernels to NVPTX (unchanged)

.ll + .ptx -> [opt -amp-create-stubs .ptx] -> .opt.ll
	- embed ptx as array data
	- create functions to get kernel info, load inputs, etc

.opt.ll -> [llc] -> .o
	- unchanged

The clang steps only differ in codegen, so eventually they should be combined 
into one clang call.  NVPTX is meant to be replaced with SPIR at some point, 
to make it portable, which is why I didn't bother with text kernel generation.

I won't go into implementation details, but if anyone is interested, or 
working on something similar, feel free to get in touch.

Thanks,
Dave McFarland



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