[cfe-dev] RFC: clacc: translating OpenACC to OpenMP in clang

Joel E. Denny via cfe-dev cfe-dev at lists.llvm.org
Tue Dec 5 11:06:01 PST 2017


Hi,

We are working on a new project, clacc, that extends clang with OpenACC
support.  Clacc's approach is to translate OpenACC (a descriptive language)
to OpenMP (a prescriptive language) and thus to build on clang's existing
OpenMP support.  While we plan to develop clacc to support our own
research, an important goal is to contribute clacc as a production-quality
component of upstream clang.

We have begun implementing an early prototype of clacc.  Before we get too
far into the implementation, we would like to get feedback from the LLVM
community to help ensure our design would ultimately be acceptable for
contribution.  For that purpose, below is an analysis of several high-level
design alternatives we have considered and their various features.  We
welcome any feedback.

Thanks.

Joel E. Denny
Future Technologies Group
Oak Ridge National Laboratory


Design Alternatives
-------------------

We have considered three design alternatives for the clacc compiler:

1. acc src  --parser-->                     omp AST  --codegen-->  LLVM IR
+ omp rt calls
2. acc src  --parser-->  acc AST                     --codegen-->  LLVM IR
+ omp rt calls
3. acc src  --parser-->  acc AST  --ttx-->  omp AST  --codegen-->  LLVM IR
+ omp rt calls

In the above diagram:

* acc src = C source code containing acc constructs.
* acc AST = a clang AST in which acc constructs are represented by
  nodes with acc node types.  Of course, such node types do not
  already exist in clang's implementation.
* omp AST = a clang AST in which acc constructs have been lowered
  to omp constructs represented by nodes with omp node types.  Of
  course, such node types do already exist in clang's
  implementation.
* parser = the existing clang parser and semantic analyzer,
  extended to handle acc constructs.
* codegen = the existing clang backend that translates a clang AST
  to LLVM IR, extended if necessary (depending on which design is
  chosen) to perform codegen from acc nodes.
* ttx (tree transformer) = a new clang component that transforms
  acc to omp in clang ASTs.

Design Features
---------------

There are several features to consider when choosing among the designs
in the previous section:

1. acc AST as an artifact -- Because they create acc AST nodes,
   designs 2 and 3 best facilitate the creation of additional acc
   source-level tools (such as pretty printers, analyzers, lint-like
   tools, and editor extensions).  Some of these tools, such as pretty
   printing, would be available immediately or as minor extensions of
   tools that already exist in clang's ecosystem.

2. omp AST/source as an artifact -- Because they create omp AST
   nodes, designs 1 and 3 best facilitate the use of source-level
   tools to help an application developer discover how clacc has
   mapped his acc to omp, possibly in order to debug a mapping
   specification he has supplied.  With design 2 instead, an
   application developer has to examine low-level LLVM IR + omp rt
   calls.  Moreover, with designs 1 and 3, permanently migrating an
   application's acc source to omp source can be automated.

3. omp AST for mapping implementation -- Designs 1 and 3 might
   also make it easier for the compiler developer to reason about and
   implement mappings from acc to omp.  That is, because acc and omp
   syntax is so similar, implementing the translation at the level of
   a syntactic representation is probably easier than translating to
   LLVM IR.

4. omp AST for codegen -- Designs 1 and 3 simplify the
   compiler implementation by enabling reuse of clang's existing omp
   support for codegen.  In contrast, design 2 requires at least some
   extensions to clang codegen to support acc nodes.

5. Full acc AST for mapping -- Designs 2 and 3 potentially
   enable the compiler to analyze the entire source (as opposed to
   just the acc construct currently being parsed) while choosing the
   mapping to omp.  It is not clear if this feature will prove useful,
   but it might enable more optimizations and compiler research
   opportunities.

6. No acc node classes -- Design 1 simplifies the compiler
   implementation by eliminating the need to implement many acc node
   classes.  While we have so far found that implementing these
   classes is mostly mechanical, it does take a non-trivial amount of
   time.

7. No omp mapping -- Design 2 does not require acc to be mapped to
   omp.  That is, it is conceivable that, for some acc constructs,
   there will prove to be no omp syntax to capture the semantics we
   wish to implement.  It is also conceivable that we might one day
   want to represent some acc constructs directly as extensions to
   LLVM IR, where some acc analyses or optimizations might be more
   feasible to implement.  This possibility dovetails with recent
   discussions in the LLVM community about developing LLVM IR
   extensions for various parallel programming models.

Because of features 4 and 6, design 1 is likely the fastest design to
implement, at least at first while we focus on simple acc features and
simple mappings to omp.  However, we have so far found no advantage
that design 1 has but that design 3 does not have except for feature
6, which we see as the least important of the above features in the
long term.

The only advantage we have found that design 2 has but that design 3
does not have is feature 7.  It should be possible to choose design 3
as the default but, for certain acc constructs or scenarios where
feature 7 proves important (if any), incorporate design 2.  In other
words, if we decide not to map a particular acc construct to any omp
construct, ttx would leave it alone, and we would extend codegen to
handle it directly.

Conclusions
-----------

For the above reasons, and because design 3 offers the cleanest
separation of concerns, we have chosen design 3 with the possibility
of incorporating design 2 where it proves useful.

Because of the immutability of clang's AST, the design of our proposed
ttx component requires careful consideration.  To shorten this initial
email, we have omitted those details for now, but we will be happy to
include them as the discussion progresses.
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