[LLVMdev] Ideas for representing vector gather/scatter and masks in LLVM IR
Tim Foley
tim.foley.is at gmail.com
Thu Aug 7 18:13:49 PDT 2008
This thread is already churning, so I apologize if by being late to the
party I have missed important information.
The "apply_mask" approach is very familiar to me, in that I spent a lot of
time thinking about how masking could be added pervasively to LLVM without
disrupting the currently nice property that most of the standard arithmetic
instructions are "overloaded" to work on all types.
The space of options that I saw available (and please don't judge these
options just yet, I am well aware that some of them are abhorrent):
1 - Make masking explicit and change every potentially side-effecting
operation to include an i1 mask in the scalar case and i1 vector mask in the
vector case.
2 - Add specialized masked versions of these operations (distinct from the
unmasked versions) either as intrinsics or new instructions
3 - Add an implicit mask that all vector operations occur "under" along with
operations to set/get (or push/pop) this mask.
4 - Like 3 but add some notion of a "vector branch" - that is a conditional
branch on a vector of i1 values instead of a single i1, which would
implicitly do "the right thing" for masking.
5 - Add a new type for "partial" vectors that combines a vector and
same-sized mask. Operations overloaded for normal vectors would also work on
partial vectors (and not operate on "missing" elements), and would produce
partial results.
1 and 2 are the more-or-less straightforward approaches being considered,
and involve either plumbing through new operations, or new semantics for old
operations. There is nontrivial (I expect) but straightforward (again, I
expect) work involved in either. The rest of the options try to avoid some
or all of that work and/or provide niceties for end users at the expense of
being "clever".
Options 3 and 4 are almost certainly outside of the realm of what LLVM
should consider. One of the best things about SSA is how explicit it makes
dependencies, so adding any kind of implicit mask that is carried behind
people's backs is really scary.
Option 5 is (to my understanding) equivalent to this whole "apply_mask"
approach being discussed, although the latter tries to avoid introducing a
new type. Even though "apply_mask" doesn't explicitly introduce a new type,
there are all kinds of special rules about when and where a value that has
been "apply_mask"'d can be used. Adding a type to represent partiality
allows these rules to be made explicit as part of type-checking the IR.
Such partial vectors are still fairly non-orthogonal, so it is unclear
whether the end-user experience is worth whatever complexity it adds to the
IR.
Anyway, that's my breakdown of the situation. I welcome any feedback from
those with a better understanding of the consequences of any of these
approaches...
- Tim
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