accelerate: An embedded language for accelerated array processing

[ accelerate, bsd3, compilers-interpreters, concurrency, data, library, parallelism ] [ Propose Tags ]

This library defines an embedded language for regular, multi-dimensional array computations with multiple backends to facilitate high-performance implementations. Currently, there are two backends: (1) an interpreter that serves as a reference implementation of the intended semantics of the language and (2) a CUDA backend generating code for CUDA-capable NVIDIA GPUs.

To use the CUDA backend, you need to have CUDA version 3.x installed. The CUDA backend currently doesn't support Char and Bool arrays.

Known bugs in this version: http://trac.haskell.org/accelerate/query?status=new&status=assigned&status=reopened&status=closed&version=0.8.1.0&order=priority

  • New in 0.8.1.0: bug fixes and some performance tweaks

  • New in 0.8.0.0: replicate, slice and foldSeg supported in the CUDA backend; frontend and interpreter support for stencil; bug fixes

  • New in 0.7.1.0: the CUDA backend and a number of scalar functions

Modules

[Index]

Flags

Automatic Flags
NameDescriptionDefault
llvm

Enable the LLVM backend (sequential)

Disabled
cuda

Enable the CUDA parallel backend for NVIDIA GPUs

Enabled
pcache

Enable the persistent caching of the compiled CUDA modules (experimental)

Disabled
test-suite

Export extra test modules

Disabled
bounds-checks

Enable bounds checking

Enabled
unsafe-checks

Enable bounds checking in unsafe operations

Disabled
internal-checks

Enable internal consistency checks

Disabled

Use -f <flag> to enable a flag, or -f -<flag> to disable that flag. More info

Downloads

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Package maintainers

For package maintainers and hackage trustees

Candidates

Versions [RSS] 0.4.0, 0.5.0.0, 0.6.0.0, 0.7.1.0, 0.8.0.0, 0.8.1.0, 0.9.0.0, 0.9.0.1, 0.10.0.0, 0.12.0.0, 0.12.1.0, 0.12.2.0, 0.13.0.0, 0.13.0.1, 0.13.0.2, 0.13.0.3, 0.13.0.4, 0.13.0.5, 0.14.0.0, 0.15.0.0, 0.15.1.0, 1.0.0.0, 1.1.0.0, 1.1.1.0, 1.2.0.0, 1.2.0.1, 1.3.0.0
Dependencies array, base (>=4 && <5), binary, bytestring, containers, cuda (>=0.2.2 && <0.3), directory, fclabels (>=0.9 && <1.0), filepath, ghc-prim, haskell98, language-c (>=0.3 && <0.4), llvm (>=0.6.8), monads-fd, pretty, QuickCheck (>=2 && <3), transformers (>=0.2 && <0.3), unix [details]
License BSD-3-Clause
Author Manuel M T Chakravarty, Gabriele Keller, Sean Lee, Trevor L. McDonell
Maintainer Manuel M T Chakravarty <chak@cse.unsw.edu.au>
Category Compilers/Interpreters, Concurrency, Data
Home page http://www.cse.unsw.edu.au/~chak/project/accelerate/
Bug tracker http://trac.haskell.org/accelerate
Source repo head: darcs get http://code.haskell.org/accelerate
Uploaded by ManuelChakravarty at 2010-10-13T04:19:32Z
Distributions
Reverse Dependencies 44 direct, 10 indirect [details]
Downloads 31843 total (71 in the last 30 days)
Rating 2.5 (votes: 6) [estimated by Bayesian average]
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Status Docs uploaded by user
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