This reverts commit a772f0bb920a4957fb94dd8dbe45943809fd0ec3.
The main problem was related to how we handled `dbgs()` from the hosted
compiler. Using explicit `subprocess.communicate`, and not relying on
dbgs() being flushed until the end appears to address the problem.
Also some fixes due to some bots running older pythons, so we can't have
nice things like `int | float` and such.
This reverts commit a7354899d1a235a796b3a2ccb45f6596983c8672.
The way stdout/stderr get routed seems to work differently locally and
on the bots. Investigating.
This hooks up the interactive model runner to the passes that support
ml-based decisions. Because the interface to this runner is the exact
same as the one used during inference, we just reuse the exact same
setup we have for "release mode". This makes "release mode" a misnomer -
and that's something we needed to resolve sooner or later (e.g.
supporting more than one embedded model for the same problem was another
reason to drop that nomenclature). That will happen in a subsequent
change.
To use this evaluator, just enable the pass in (currently) "release"
mode, but also pass the base name for the 2 channel files via the
pass-specific flag.
The 2 files are the responsibilty of the hosting process. The added
tests use a minimal, toy such host, illustrating setup and
communication.
Differential Revision: https://reviews.llvm.org/D143218
We use LLVM_HAVE_TFLITE as the key to enable the mlgo work these days,
and LLVM_HAVE_TF_API is defined whenever LLVM_HAVE_TF_API is defined.
I'm posting this patch because it's purely mechanical.
I'll post a follow-up patch to remove LLVM_HAVE_TF_API in non-C++
files, and that will not be as mechanical as this one.
Differential Revision: https://reviews.llvm.org/D139863
Some cl::ZeroOrMore were added to avoid the `may only occur zero or one times!`
error. More were added due to cargo cult. Since the error has been removed,
cl::ZeroOrMore is unneeded.
Also remove cl::init(false) while touching the lines.
The condition in canEvictInterferenceBasedOnCost is slightly different
from the assertion in evictInteference.
canEvictInterferenceBasedOnCost uses a <= check for the cascade number
for legality, but the assert was checking for <. For equal cascade
numbers for an urgent eviction, canEvictInterferenceBasedOnCost could
return success. The actual eviction would then hit this assert. Avoid
ever returning true for equivalent cascade numbers.
The resulting failed allocation seems a bit off to me. e.g. in
illegal-eviction-assert.mir, I wuold assume %0 gets allocated starting
at $vgpr0. That was its initial allocation choice, but was later
evicted. In this example no evictions can help improve anything.
This reverts commit 7f230feeeac8a67b335f52bd2e900a05c6098f20.
Breaks CodeGenCUDA/link-device-bitcode.cu in check-clang,
and many LLVM tests, see comments on https://reviews.llvm.org/D121169
This reverts commit bc3b372161716a4c4845d47a877e4892df0d08da.
The planned change that would have needed non-const MachineFunction refs
isn't needed after all.
Added a flag to make configurable the number of interferences after
which we 'bail out' and treat a set of intervals as un-evictable. Also
using it on the ML side, as it turns out to be a good control for
compile-time.
With this configurable, we can do a bit of trial and error and see if
bumping it has any effect on heuristic/policy quality.
Differential Revision: https://reviews.llvm.org/D118707
We plan to pass the MachineFunction& to APIs that expect it non-const
(for legitimate reasons). The advisor still holds the ref as a const
ref, though, so we keep most of the maintainability value of that.
The tensorflow AOT compiler can cross-target, but it can't run on (for
example) arm64. We added earlier support where the AOT-ed header and object
would be built on a separate builder and then passed at build time to
a build host where the AOT compiler can't run, but clang can be otherwise
built.
To simplify such scenarios given we now support more than one AOT-able
case (regalloc and inliner), we make the AOT scenario centered on whether
files are generated, case by case (this includes the "passed from a
different builder" scenario).
This means we shouldn't need an 'umbrella' LLVM_HAVE_TF_AOT, in favor of
case by case control. A builder can opt out of an AOT case by passing that case's
model path as `none`. Note that the overrides still take precedence.
This patch controls conditional compilation with case-specific flags,
which can be enabled locally, for the component where those are
available. We still keep an overall flag for some tests.
The 'development/training' mode is unchanged, because there the model is
passed from the command line and interpreted.
Differential Revision: https://reviews.llvm.org/D117752
The bulk of the implementation is common between 'release' mode (==AOT-ed
model) and 'development' mode (for training), the main difference is
that in development mode, we may also log features (for training logs),
inject scoring information (currently after the Virtual Register
Rewriter) and then produce the log file.
This patch also introduces the score injection pass, 'Register
Allocation Pass Scoring', which is trivially just logging the score in
development mode.
Differential Revision: https://reviews.llvm.org/D117147
This patch simplifies the interface between RAGreedy and the eviction
adviser by passing the allocator to the adviser, which allows the latter
to extract needed information as needed, rather than requiring it be passed
piecemeal at construction time (which would also complicate later
evolution).
Part of this, the patch also moves ExtraRegInfo back to RAGreedy. We
keep the encapsulation of ExtraRegInfo because it has benefits (e.g.
improved readability by abstracting access to the cascade info) and also
simpler re-initialization at regalloc pass re-entry time (we just flush
the Optional).
Differential Revision: https://reviews.llvm.org/D116669
This patch introduces the eviction analysis and the eviction advisor,
the default implementation, and the scaffolding for introducing the
other implementations of the advisor.
Differential Revision: https://reviews.llvm.org/D115707
