9 Commits

Author SHA1 Message Date
wren romano
76647fce13 [mlir][sparse] Combining dimOrdering+higherOrdering fields into dimToLvl
This is a major step along the way towards the new STEA design.  While a great deal of this patch is simple renaming, there are several significant changes as well.  I've done my best to ensure that this patch retains the previous behavior and error-conditions, even though those are at odds with the eventual intended semantics of the `dimToLvl` mapping.  Since the majority of the compiler does not yet support non-permutations, I've also added explicit assertions in places that previously had implicitly assumed it was dealing with permutations.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D151505
2023-05-30 15:19:50 -07:00
wren romano
a0615d020a [mlir][sparse] Renaming the STEA field dimLevelType to lvlTypes
This commit is part of the migration of towards the new STEA syntax/design.  In particular, this commit includes the following changes:
* Renaming compiler-internal functions/methods:
  * `SparseTensorEncodingAttr::{getDimLevelType => getLvlTypes}`
  * `Merger::{getDimLevelType => getLvlType}` (for consistency)
  * `sparse_tensor::{getDimLevelType => buildLevelType}` (to help reduce confusion vs actual getter methods)
* Renaming external facets to match:
  * the STEA parser and printer
  * the C and Python bindings
  * PyTACO

However, the actual renaming of the `DimLevelType` itself (along with all the "dlt" names) will be handled in a separate commit.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D150330
2023-05-17 14:24:09 -07:00
Cullen Rhodes
baafc74ab0 [mlir][test][Integration] Refactor Arm emulator configuration
The logic enabling the Arm SVE (and now SME) integration tests for
various dialects, that may run under emulation, is now duplicated in
several places.

This patch moves the configuration to the top-level MLIR integration
tests Lit config and renames the '%lli' substitution in contexts where
it will run exclusively (ArmSVE, ArmSME) on AArch64 (and possibly under
emulation) to '%lli_aarch64_cmd', and '%lli_host_or_aarch64_cmd' for
contexts where it may run AArch64 (also possibly under emulation). The
latter is for integration tests that have target-specific and
target-agnostic codepaths such as SparseTensor, which supports scalable
vectors.

The two substitutions have the same effect but the names are different to
convey this information. The '%lli_aarch64_cmd' substitution could be
used in the SparseTensor tests but that would be a misnomer if the host
were x86 and the MLIR_RUN_SVE_TESTS=OFF.

The reason for renaming the '%lli' substitution is to not prevent running other
target-specific integration tests at the same time, since the same substitution
'%lli' is used for lli in other integration tests:

  * mlir/test/Integration/Dialect/Vector/CPU/X86Vector              - (AVX emulation via Intel SDE)
  * mlir/test/Integration/Dialect/Vector/CPU/AMX                    - (AMX emulation via Intel SDE)
  * mlir/test/Integration/Dialect/LLVMIR/CPU/test-vp-intrinsic.mlir - (RISCV emulation via QEMU if supported, native otherwise)

and substituting '%lli' at the top-level with Arm specific logic would override
this.

Reviewed By: awarzynski

Differential Revision: https://reviews.llvm.org/D148929
2023-04-26 09:57:43 +00:00
Markus Böck
9048ea28da Reland "[mlir] Make the vast majority of intgration and runner tests work on Windows"
This reverts commit 5561e174117ff395d65b6978d04b62c1a1275138

The logic was moved from cmake into lit fixing the issue that lead to the revert and potentially others with multi-config cmake generators

Differential Revision: https://reviews.llvm.org/D143925
2023-02-15 19:14:43 +01:00
Aart Bik
5561e17411 Revert "[mlir] Make the vast majority of integration and runner tests work on Windows"
This reverts commit 161b9d741a3c25f7bd79620598c5a2acf3f0f377.

REASON:

cmake --build . --target check-mlir-integration

Failed Tests (186):
  MLIR :: Integration/Dialect/Arith/CPU/test-wide-int-emulation-addi-i16.mlir
  MLIR :: Integration/Dialect/Arith/CPU/test-wide-int-emulation-cmpi-i16.mlir
  MLIR :: Integration/Dialect/Arith/CPU/test-wide-int-emulation-compare-results-i16.mlir
  MLIR :: Integration/Dialect/Arith/CPU/test-wide-int-emulation-constants-i16.mlir
  MLIR :: Integration/Dialect/Arith/CPU/test-wide-int-emulation-max-min-i16.mlir
  MLIR :: Integration/Dialect/Arith/CPU/test-wide-int-emulation-muli-i16.mlir
  MLIR :: Integration/Dialect/Arith/CPU/test-wide-int-emulation-shli-i16.mlir
  MLIR :: Integration/Dialect/Arith/CPU/test-wide-int-emulation-shrsi-i16.mlir
  MLIR :: Integration/Dialect/Arith/CPU/test-wide-int-emulation-shrui-i16.mlir
  MLIR :: Integration/Dialect/Async/CPU/microbench-linalg-async-parallel-for.mlir
  MLIR :: Integration/Dialect/Async/CPU/microbench-scf-async-parallel-for.mlir
  MLIR :: Integration/Dialect/Async/CPU/test-async-parallel-for-1d.mlir
  MLIR :: Integration/Dialect/Async/CPU/test-async-parallel-for-2d.mlir
  MLIR :: Integration/Dialect/Complex/CPU/correctness.mlir
  MLIR :: Integration/Dialect/LLVMIR/CPU/X86/test-inline-asm-vector.mlir
  MLIR :: Integration/Dialect/LLVMIR/CPU/X86/test-inline-asm.mlir
  MLIR :: Integration/Dialect/LLVMIR/CPU/test-vector-reductions-fp.mlir
  MLIR :: Integration/Dialect/LLVMIR/CPU/test-vector-reductions-int.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/matmul-vs-matvec.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/rank-reducing-subview.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-collapse-tensor.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-conv-1d-call.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-conv-1d-nwc-wcf-call.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-conv-2d-call.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-conv-2d-nhwc-hwcf-call.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-conv-3d-call.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-conv-3d-ndhwc-dhwcf-call.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-elementwise.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-expand-tensor.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-one-shot-bufferize.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-padtensor.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-subtensor-insert-multiple-uses.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-subtensor-insert.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-tensor-e2e.mlir
  MLIR :: Integration/Dialect/Linalg/CPU/test-tensor-matmul.mlir
  MLIR :: Integration/Dialect/Memref/cast-runtime-verification.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/concatenate.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/dense_output.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/dense_output_bf16.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/dense_output_f16.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_abs.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_binary.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_cast.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_codegen_dim.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_codegen_foreach.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_complex32.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_complex64.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_complex_ops.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_constant_to_sparse_tensor.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conv_1d_nwc_wcf.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conv_2d.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conv_2d_nhwc_hwcf.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conv_3d.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conv_3d_ndhwc_dhwcf.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conversion.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conversion_dyn.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conversion_ptr.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conversion_sparse2dense.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_conversion_sparse2sparse.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_dot.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_expand.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_file_io.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_filter_conv2d.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_flatten.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_foreach_slices.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_index.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_index_dense.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_insert_1d.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_insert_2d.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_insert_3d.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_matmul.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_matrix_ops.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_matvec.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_mttkrp.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_out_mult_elt.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_out_reduction.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_out_simple.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_pack.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_quantized_matmul.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_re_im.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_reduce_custom.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_reduce_custom_prod.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_reductions.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_reductions_prod.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_reshape.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_rewrite_push_back.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_rewrite_sort.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_rewrite_sort_coo.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_sampled_matmul.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_sampled_mm_fusion.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_scale.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_scf_nested.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_select.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_sign.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_sorted_coo.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_spmm.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_storage.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_sum.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_sum_bf16.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_sum_c32.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_sum_f16.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_tanh.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_tensor_mul.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_tensor_ops.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_transpose.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_unary.mlir
  MLIR :: Integration/Dialect/SparseTensor/CPU/sparse_vector_ops.mlir
  MLIR :: Integration/Dialect/SparseTensor/python/test_SDDMM.py
  MLIR :: Integration/Dialect/SparseTensor/python/test_SpMM.py
  MLIR :: Integration/Dialect/SparseTensor/python/test_elementwise_add_sparse_output.py
  MLIR :: Integration/Dialect/SparseTensor/python/test_output.py
  MLIR :: Integration/Dialect/SparseTensor/python/test_stress.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_MTTKRP.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_SDDMM.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_SpMM.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_SpMV.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_Tensor.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_scalar_tensor_algebra.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_simple_tensor_algebra.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_tensor_complex.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_tensor_types.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_tensor_unary_ops.py
  MLIR :: Integration/Dialect/SparseTensor/taco/test_true_dense_tensor_algebra.py
  MLIR :: Integration/Dialect/SparseTensor/taco/unit_test_tensor_core.py
  MLIR :: Integration/Dialect/SparseTensor/taco/unit_test_tensor_io.py
  MLIR :: Integration/Dialect/SparseTensor/taco/unit_test_tensor_utils.py
  MLIR :: Integration/Dialect/Standard/CPU/test-ceil-floor-pos-neg.mlir
  MLIR :: Integration/Dialect/Standard/CPU/test_subview.mlir
  MLIR :: Integration/Dialect/Vector/CPU/AMX/test-mulf-full.mlir
  MLIR :: Integration/Dialect/Vector/CPU/AMX/test-mulf.mlir
  MLIR :: Integration/Dialect/Vector/CPU/AMX/test-muli-ext.mlir
  MLIR :: Integration/Dialect/Vector/CPU/AMX/test-muli-full.mlir
  MLIR :: Integration/Dialect/Vector/CPU/AMX/test-muli.mlir
  MLIR :: Integration/Dialect/Vector/CPU/AMX/test-tilezero-block.mlir
  MLIR :: Integration/Dialect/Vector/CPU/AMX/test-tilezero.mlir
  MLIR :: Integration/Dialect/Vector/CPU/X86Vector/test-dot.mlir
  MLIR :: Integration/Dialect/Vector/CPU/X86Vector/test-inline-asm-vector-avx512.mlir
  MLIR :: Integration/Dialect/Vector/CPU/X86Vector/test-mask-compress.mlir
  MLIR :: Integration/Dialect/Vector/CPU/X86Vector/test-rsqrt.mlir
  MLIR :: Integration/Dialect/Vector/CPU/X86Vector/test-sparse-dot-product.mlir
  MLIR :: Integration/Dialect/Vector/CPU/X86Vector/test-vp2intersect-i32.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-0-d-vectors.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-broadcast.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-compress.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-constant-mask.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-contraction.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-create-mask-v4i1.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-create-mask.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-expand.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-extract-strided-slice.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-flat-transpose-col.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-flat-transpose-row.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-fma.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-gather.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-index-vectors.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-insert-strided-slice.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-maskedload.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-maskedstore.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-matrix-multiply-col.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-matrix-multiply-row.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-outerproduct-f32.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-outerproduct-i64.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-print-int.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-realloc.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-reductions-f32-reassoc.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-reductions-f32.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-reductions-f64-reassoc.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-reductions-f64.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-reductions-i32.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-reductions-i4.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-reductions-i64.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-reductions-si4.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-reductions-ui4.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-scan.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-scatter.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-shape-cast.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-shuffle.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-sparse-dot-matvec.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-sparse-saxpy-jagged-matvec.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-transfer-read-1d.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-transfer-read-2d.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-transfer-read-3d.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-transfer-read.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-transfer-to-loops.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-transfer-write.mlir
  MLIR :: Integration/Dialect/Vector/CPU/test-transpose.mlir

Testing Time: 0.29s
  Unsupported:  31
  Passed     :   5
  Failed     : 186

Differential Revision: https://reviews.llvm.org/D143970
2023-02-13 18:30:52 -08:00
Markus Böck
161b9d741a [mlir] Make the vast majority of integration and runner tests work on Windows
This patch contains the changes required to make the vast majority of integration and runner tests run on Windows.
Historically speaking, the JIT support for Windows has been lacking behind, but recent versions of ORC JIT have now caught up and works for basically all examples in repo.

Sadly due to these tests previously not working on Windows, basically all of them are making unix-like assumptions about things like filenames, paths, shell syntax etc.
This patch fixes all these issues in one big swoop and enables Windows support for the vast majority of integration tests.

More specifically, following changes had to be done:
* The various JIT runners used paths to the runtime libraries that assumed a Unix toolchain layout and filenames. I abstracted the specific path and filename of these runtime libraries away by making the paths to the runtime libraries be passed from cmake into lit. This now also allows a much more convenient syntax: `--shared-libs=%mlir_c_runner_utils` instead of `--shared-libs=%mlir_lib_dir/lib/libmlir_c_runner_utils%shlibext`
* Some tests using python set environment variables using the `ENV=VALUE cmd` format. This works on Unix, but on Windows it has to prefixed using `env ENV=VALUE cmd`
* Some tests used C functions that are simply not available or exported on Windows (`fabsf`, `aligned_alloc`). These tests have either been adjusted or explicitly marked as `UNSUPPORTED`

Some tests remain disabled on Windows as before:
* In SparseTensor some tests have non-trivial logic for finding the runtime libraries which seems to be required for the use of emulators. I do not have the time to port these so I simply kept them disabled
* Some tests requiring special hardware which I simply cannot test remain disabled on Windows. These include usage of AVX512 or AMX

The tests for `mlir-vulkan-runner` and `mlir-spirv-runner` all work now as well and so do the vast majority of `mlir-cpu-runner`.

Differential Revision: https://reviews.llvm.org/D143925
2023-02-13 22:24:20 +01:00
Andrzej Warzynski
bfe4ce3f83 [mlir][sparse] Port the remaining integration tests to use SVE
This patch updates the remaining SparseCompiler integration tests to
target SVE when available.

Two tests will require some investigation in the future:
  * sparse_matmul.mlir
  * sparse_tanh.mlir
The former passes regardless - that's due to how `CHECK` lines are
defined. The latter fails when SVE is enabled, but passes when it's
disabled. I marked it as UNSUPPORTED as there is no mechanism to XFAIL a
test conditionally. Also, see [1] for more details.

[1] https://github.com/llvm/llvm-project/issues/60626

Differential Revision: https://reviews.llvm.org/D143514
2023-02-09 10:14:53 +00:00
bixia1
b5d74f0e83 [mlir][sparse] Make integration tests run on both library and codegen pathes.
Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D138145
2022-11-16 12:01:14 -08:00
Jim Kitchen
791935037b [mlir][sparse] Implement sparse_tensor.select
The region within sparse_tensor.select is used as the runtime criteria
for whether to keep the existing value in the sparse tensor.

While the sparse element is provided to the comparison, indices may also
be used to decide on whether to keep the original value. This allows, for
example, to only keep the upper triangle of a matrix.

Reviewed by: aartbik

Differential Revision: https://reviews.llvm.org/D134761
2022-10-03 14:39:26 -05:00