9 Commits

Author SHA1 Message Date
Yinying Li
83c9244ae4
[mlir][sparse] Migrate more tests to use sparse_tensor.print (#84833)
Continuous efforts following #84249.
2024-03-11 18:44:32 -04:00
Matthias Springer
b6c453c13f
[mlir][sparse] Fix memory leaks (part 1) (#81843)
This commit fixes memory leaks in sparse tensor integration tests by
adding `bufferization.dealloc_tensor` ops.

Note: Buffer deallocation will be automated in the future with the
ownership-based buffer deallocation pass, making `dealloc_tensor`
obsolete (only codegen path, not when using the runtime library).
2024-02-16 09:57:04 +01:00
Tim Harvey
dce7a7cf69
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).
2023-11-15 20:12:35 +00:00
Aart Bik
d2e787d5d7
[mlir][sparse][tensor] replace bufferization with empty tensor (#66450)
Rationale:
    A bufferization.alloc_tensor can be directly replaced
    with tensor.empty since these are more or less semantically
    equivalent. The latter is considered a bit more "pure"
    with respect to SSA semantics.
2023-09-15 11:45:42 -07:00
Yinying Li
2a07f0fd40
[mlir][sparse] Migrate more tests to use new syntax (#66443)
**Dense**
`lvlTypes = [ "dense", "dense" ]` to `map = (d0, d1) -> (d0 : dense, d1
: dense)`
`lvlTypes = [ "dense", "dense" ], dimToLvl = affine_map<(i,j) -> (j,i)>`
to `map = (d0, d1) -> (d1 : dense, d0 : dense)`

**DCSR**
`lvlTypes = [ "compressed", "compressed" ]` to `map = (d0, d1) -> (d0 :
compressed, d1 : compressed)`

**DCSC**
`lvlTypes = [ "compressed", "compressed" ], dimToLvl = affine_map<(i,j)
-> (j,i)>` to `map = (d0, d1) -> (d1 : compressed, d0 : compressed)`

**Block Row**
`lvlTypes = [ "compressed", "dense" ]` to `map = (d0, d1) -> (d0 :
compressed, d1 : dense)`

**Block Column**
`lvlTypes = [ "compressed", "dense" ], dimToLvl = affine_map<(i,j) ->
(j,i)>` to `map = (d0, d1) -> (d1 : compressed, d0 : dense)`

This is an ongoing effort: #66146, #66309
2023-09-14 23:19:57 +00:00
Andrzej Warzynski
23e5130ebf [mlir][test] Reland: Refactor SparseTensor CPU integration tests
CHANGES SINCE THE ORIGINAL VERSION
----------------------------------
The default test set-up was extracted from
  * SparseTensor/CPU/lit.local.cfg.
and duplicated in all tests. This is to support downstream users that
don't use these local LIT config files.

SUMMARY OF CHANGES
------------------
This patch aims to reduce test duplication. This is a direct follow-up of:
  1. https://reviews.llvm.org/D155403 (test duplication), and
  2. https://reviews.llvm.org/D155405 (code re-use),

All SVE/VLA tests are now enabled _conditionally_ and refactored to use
`mlir-cpu-runner` rather than `lli`. The former helps with test
duplication and the latter with code re-use.

A few additional refactoring changes are included.

1. The reduce verbosity, long runtime library names like:

  %mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext

are replaced with:

  %mlir_c_runner_utils

2. In order to keep the code and the comments in sync, and to maintain
   consistency across the tests, the following:

  enable-runtime-library=true

is swapped with (and vice-versa):

  enable-runtime-library=false

Note that this change won't affect test coverage. Only few tests
required such update.

3. A VLS vectorization `RUN` line is added in tests where there was a
   VLA/VLS `RUN` line, but no VLS `RUN` line (with a few exceptions of
   tests that only contained one `RUN` line to begin with).

4. A few test variables are renamed/added. Most notable example:
  * %{options}` --> %{sparse_compiler_opts}

TEST RUNTIME IMPROVEMENT
------------------------
Tl;Dr This change improves test execution time by ~25%.

At the moment, the following `llvm-lit` invocation takes ~7.30s on my
AArch64 workstation (with SVE):

  llvm-lit  <llvm-project>/mlir/test/Integration/Dialect/SparseTensor/CPU/

This timing doesn't change no matter what the value of the following
CMake variable is (that should disable some tests):

  MLIR_RUN_ARM_SVE_TESTS

With this patch, the execution time will indeed depend on the value of
the above CMake variable:
  * with `MLIR_RUN_ARM_SVE_TESTS=true` the timing remains intact,
  * with `MLIR_RUN_ARM_SVE_TESTS=false` the timing drops to ~5.40s (~25%
    improvement).
This is expected:
  * on average there are 4 `RUN` lines per test,
  * _without this change_ (and with `MLIR_RUN_ARM_SVE_TESTS=false`) the
    4th `RUN` line would in most cases duplicate the 3rd `RUN` line,
  * _with this change) (and with `MLIR_RUN_ARM_SVE_TESTS=false`) the
    4th `RUN` line becomes empty.

PATCH SIZE
----------
While rather large and touching many files, most changes in this patch
are rather mechanical. All test configurations have been preserved and
only in a handful of cases new `RUN` lines added.

Differential Revision: https://reviews.llvm.org/D156625
2023-08-11 08:16:01 +00:00
Aart Bik
5a1f87f9fc Revert "[mlir][test] Refactor SparseTensor CPU integration tests"
This reverts commit e77e891d8953b487f5f06bf69225a61ef537f766.

Differential Revision: https://reviews.llvm.org/D156947
2023-08-02 15:46:41 -07:00
Andrzej Warzynski
e77e891d89 [mlir][test] Refactor SparseTensor CPU integration tests
SUMMARY OF CHANGES
------------------
This patch aims to reduce test duplication and to improve code re-use in
SparseTensor integration tests for CPU. This is a direct follow-up of:
  1. https://reviews.llvm.org/D155403 (test duplication), and
  2. https://reviews.llvm.org/D155405 (code re-use),

The key logic for this patch is implemented in:
  * SparseTensor/CPU/lit.local.cfg.
Essentially, the set-up that used to be repeated across all test files
has been extracted into a common LIT configuration file. This makes code
re-use straightforward.

All SVE/VLA tests are now enabled _conditionally_ and refactored to use
`mlir-cpu-runner` rather than `lli`. The former helps with test
duplication and the latter with code re-use.

A few additional refactoring changes are included.

1. The reduce verbosity, long runtime library names like:

  %mlir_native_utils_lib_dir/libmlir_c_runner_utils%shlibext

are replaced with:

  %mlir_c_runner_utils

2. In order to keep the code and the comments in sync, and to maintain
   consistency across the tests, the following:

  enable-runtime-library=true

is swapped with (and vice-versa):

  enable-runtime-library=false

Note that this change won't affect test coverage. Only few tests
required such update.

3. A VLS vectorization `RUN` line is added in tests where there was a
   VLA/VLS `RUN` line, but no VLS `RUN` line (with a few exceptions of
   tests that only contained one `RUN` line to begin with).

4. A few test variables are renamed/added. Most notable example:
  * %{options}` --> %{sparse_compiler_opts}

TEST RUNTIME IMPROVEMENT
------------------------
Tl;Dr This change improves test execution time by ~25%.

At the moment, the following `llvm-lit` invocation takes ~7.30s on my
AArch64 workstation (with SVE):

  llvm-lit  <llvm-project>/mlir/test/Integration/Dialect/SparseTensor/CPU/

This timing doesn't change no matter what the value of the following
CMake variable is (that should disable some tests):

  MLIR_RUN_ARM_SVE_TESTS

With this patch, the execution time will indeed depend on the value of
the above CMake variable:
  * with `MLIR_RUN_ARM_SVE_TESTS=true` the timing remains intact,
  * with `MLIR_RUN_ARM_SVE_TESTS=false` the timing drops to ~5.40s (~25%
    improvement).
This is expected:
  * on average there are 4 `RUN` lines per test,
  * _without this change_ (and with `MLIR_RUN_ARM_SVE_TESTS=false`) the
    4th `RUN` line would in most cases duplicate the 3rd `RUN` line,
  * _with this change) (and with `MLIR_RUN_ARM_SVE_TESTS=false`) the
    4th `RUN` line becomes empty.

PATCH SIZE
----------
While rather large and touching many files, most changes in this patch
are rather mechanical. All test configurations have been preserved and
only in a handful of cases new `RUN` lines added.

Differential Revision: https://reviews.llvm.org/D156625
2023-08-02 20:21:50 +00:00
Peiming Liu
faf7cd97d0 [mlir][sparse] merger extension to support sparsifying arith::CmpI/CmpF operation
Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D152761
2023-06-15 17:26:50 +00:00