[mlir][benchmark] Fix broken benchmark script (#68841)

The mbr script was broken, so this patch fixes it to follow the latest
python binding.

Changed all code and comments that used the phrase "sparse compiler" to instead use "sparsifier" (#71875)

The changes in this p.r. mostly center around the tests that use the
flag sparse_compiler (

Changed all code and comments that used the phrase "sparse compiler" to instead use "sparsifier" (#71875)

The changes in this p.r. mostly center around the tests that use the
flag sparse_compiler (also: sparse-compiler).

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[NFC][Py Reformat] Reformat python files in mlir subdir

This is an ongoing series of commits that are reformatting our
Python code.

Reformatting is done with `black`.

If you end up having problems

[NFC][Py Reformat] Reformat python files in mlir subdir

This is an ongoing series of commits that are reformatting our
Python code.

Reformatting is done with `black`.

If you end up having problems merging this commit because you
have made changes to a python file, the best way to handle that
is to run git checkout --ours <yourfile> and then reformat it
with black.

If you run into any problems, post to discourse about it and
we will try to help.

RFC Thread below:

https://discourse.llvm.org/t/rfc-document-and-standardize-python-code-style

Differential Revision: https://reviews.llvm.org/D150782

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[mlir][sparse] Expose SparseTensor passes as enums instead of opaque numbers for vectorization and parallelization options.

The SparseTensor passes currently use opaque numbers for the CLI, despite

[mlir][sparse] Expose SparseTensor passes as enums instead of opaque numbers for vectorization and parallelization options.

The SparseTensor passes currently use opaque numbers for the CLI, despite using an enum internally. This patch exposes the enums instead of numbered items that are matched back to the enum.

Fixes https://github.com/llvm/llvm-project/issues/53389

Differential Revision: https://reviews.llvm.org/D123876

Please also see:
https://reviews.llvm.org/D118379
https://reviews.llvm.org/D117919

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Revert "[mlir][sparse] Expose SparseTensor passes as enums instead of opaque"

This reverts commit ef25b5d93d0b5621eb5d0482abd30a4e127e9223.

[mlir][sparse] Expose SparseTensor passes as enums instead of opaque
numbers for vectorization and parallelization options.

The SparseTensor passes currently use opaque numbers for the CLI,
despite

[mlir][sparse] Expose SparseTensor passes as enums instead of opaque
numbers for vectorization and parallelization options.

The SparseTensor passes currently use opaque numbers for the CLI,
despite using an enum internally. This patch exposes the enums instead
of numbered items that are matched back to the enum.

Fixes https://github.com/llvm/llvm-project/issues/53389

Differential Revision: https://reviews.llvm.org/D123876

Please also see:
https://reviews.llvm.org/D118379
https://reviews.llvm.org/D117919

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[NFC] Remove obsolete all_passes_registration from integration tests.

After https://reviews.llvm.org/D128593 this is not needed (and not available). Was missed in original landing because integratio

[NFC] Remove obsolete all_passes_registration from integration tests.

After https://reviews.llvm.org/D128593 this is not needed (and not available). Was missed in original landing because integration tests do not run on pre-merge.

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[mlir][benchmark] Fix import in sparse benchmark.

The benchmark currently fails to run because it cannot find the `func`
symbol when using a `FuncOp`. I suppose that the breakage was introduced
by t

[mlir][benchmark] Fix import in sparse benchmark.

The benchmark currently fails to run because it cannot find the `func`
symbol when using a `FuncOp`. I suppose that the breakage was introduced
by the extraction of the func dialect from the builtin dialect that
wasn't reflected in the benchmark yet.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D129738

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[mlir] Fix declaration of nano time function in benchmark infra

In d4555698f89af373f43dcb4aa1587231496bcd31, the name of nano precision timer function has changed from `nano_time` to `nanoTime`, but

[mlir] Fix declaration of nano time function in benchmark infra

In d4555698f89af373f43dcb4aa1587231496bcd31, the name of nano precision timer function has changed from `nano_time` to `nanoTime`, but benchmarks were not updated to reflect that. This change addresses the discrepancy.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D125217

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Revert "[mlir][sparse] Expose SpareTensor passes as enums instead of opaque numbers for vectorization and parallelization options."

This reverts commit d59cf901cbae7991f7847eb038d825efff1221ad.

Bui

Revert "[mlir][sparse] Expose SpareTensor passes as enums instead of opaque numbers for vectorization and parallelization options."

This reverts commit d59cf901cbae7991f7847eb038d825efff1221ad.

Build fails on NVIDIA Sparse tests:
https://lab.llvm.org/buildbot/#/builders/61/builds/25447

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[mlir][sparse] Expose SpareTensor passes as enums instead of opaque numbers for vectorization and parallelization options.

The SparseTensor passes currently use opaque numbers for the CLI, despite u

[mlir][sparse] Expose SpareTensor passes as enums instead of opaque numbers for vectorization and parallelization options.

The SparseTensor passes currently use opaque numbers for the CLI, despite using an enum internally. This patch exposes the enums instead of numbered items that are matched back to the enum.

Fixes GitHub issue #53389

Reviewed by: aartbik, mehdi_amini

Differential Revision: https://reviews.llvm.org/D123876

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[mlir] Move the Builtin FuncOp to the Func dialect

This commit moves FuncOp out of the builtin dialect, and into the Func
dialect. This move has been planned in some capacity from the moment
we made

[mlir] Move the Builtin FuncOp to the Func dialect

This commit moves FuncOp out of the builtin dialect, and into the Func
dialect. This move has been planned in some capacity from the moment
we made FuncOp an operation (years ago). This commit handles the
functional aspects of the move, but various aspects are left untouched
to ease migration: func::FuncOp is re-exported into mlir to reduce
the actual API churn, the assembly format still accepts the unqualified
`func`. These temporary measures will remain for a little while to
simplify migration before being removed.

Differential Revision: https://reviews.llvm.org/D121266

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[mlir] Rename the Standard dialect to the Func dialect

The last remaining operations in the standard dialect all revolve around
FuncOp/function related constructs. This patch simply handles the init

[mlir] Rename the Standard dialect to the Func dialect

The last remaining operations in the standard dialect all revolve around
FuncOp/function related constructs. This patch simply handles the initial
renaming (which by itself is already huge), but there are a large number
of cleanups unlocked/necessary afterwards:

* Removing a bunch of unnecessary dependencies on Func
* Cleaning up the From/ToStandard conversion passes
* Preparing for the move of FuncOp to the Func dialect

See the discussion at https://discourse.llvm.org/t/standard-dialect-the-final-chapter/6061

Differential Revision: https://reviews.llvm.org/D120624

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[mlir] Use sparse-compiler pass in sparse benchmark

This patch uses sparse-compiler option in mlir sparse tensor benchmark

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D118

[mlir] Use sparse-compiler pass in sparse benchmark

This patch uses sparse-compiler option in mlir sparse tensor benchmark

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D118579

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[mlir] Split out a new ControlFlow dialect from Standard

This dialect is intended to model lower level/branch based control-flow constructs. The initial set
of operations are: AssertOp, BranchOp, Co

[mlir] Split out a new ControlFlow dialect from Standard

This dialect is intended to model lower level/branch based control-flow constructs. The initial set
of operations are: AssertOp, BranchOp, CondBranchOp, SwitchOp; all split out from the current
standard dialect.

See https://discourse.llvm.org/t/standard-dialect-the-final-chapter/6061

Differential Revision: https://reviews.llvm.org/D118966

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[mlir] Move SelectOp from Standard to Arithmetic

This is part of splitting up the standard dialect. See https://llvm.discourse.group/t/standard-dialect-the-final-chapter/ for discussion.

Differenti

[mlir] Move SelectOp from Standard to Arithmetic

This is part of splitting up the standard dialect. See https://llvm.discourse.group/t/standard-dialect-the-final-chapter/ for discussion.

Differential Revision: https://reviews.llvm.org/D118648

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[mlir][bufferize] Clean up remaining references to `tensor-constant-bufferize`

[mlir] Set up boilerplate build for MLIR benchmarks

This is is the start of the MLIR benchmarks. It sets up a command
line tool along with conventions to define and run benchmarks
using mlir's pytho

[mlir] Set up boilerplate build for MLIR benchmarks

This is is the start of the MLIR benchmarks. It sets up a command
line tool along with conventions to define and run benchmarks
using mlir's python bindings.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D115174

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