[Haskell-cafe] pointers for EDSL design
stephen.tetley at gmail.com
Tue Oct 5 11:13:37 EDT 2010
If you are wanting variables, lambdas ... it sounds like you might be
"off-shoring" - i.e. building a little language within Haskell that is
executed on something else GPU (compiled to CUDA), compiled to C,
compiled to VHDL, etc.
Generally this is a "deep-embedding" as you need to produce output
code for the target system.
There are many papers on this - as for a survey of techniques there is
one by Keon Claessen and Gordon Pace that gives an (albeit brief)
comparison of shallow and deep embedding for Hardware EDSLs -
"Embedded Hardware Description Languages: Exploring the Design Space".
Also, the recent Kansas Lava combines a shallow embedding and a deep
embedding so it can "run" in Haskell but compile to Verilog or
VHDL(?). Andy Gill and colleagues have various papers describing its
Robert Atkey and co-authors had a paper at the 2009 Haskell Symposium
"Unembedding domain-specific languages".
Conal Elliott's Pan was one of the first Haskell offshore DSLs (maybe
the first?), there is a paper "Compiling Embedded Languages" written
with Sigborn Finne and Oege de Moor. The authors acknowledge Samuel
Kamin's previous work in ML. Later Conal Elliott had a paper
describing Vertigo on GPUs.
Quite a few papers have popped up recently about off-shoring "subsets"
of Haskell to GPUs, see Joel Svensson's Obsidian and GPUgen by Manuel
M. T. Chakravarty and colleagues.
Oleg Kiselyov, Jacques Carette and Chung-chieh Shan have papers
describing embedded DSLs in the "tagless" style. There are also papers
by Jacques Carette and Oleg Kiselyov describing deep embedding in
Ocaml - I think they coined the term "off-shoring", here's one:
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