Inlining `hlfir.matmul` as `hlfir.eval_in_mem` does not allow
to get rid of a temporary array in many cases, but it may still be
much better allowing to:
* Get rid of any overhead related to calling runtime MATMUL
(such as descriptors creation).
* Use CPU-specific vectorization cost model for matmul loops,
which Fortran runtime cannot currently do.
* Optimize matmul of known-size arrays by complete unrolling.
One of the drawbacks of `hlfir.eval_in_mem` inlining is that
the ops inside it with store memory effects block the current
MLIR CSE, so I decided to run this inlining late in the pipeline.
There is a source commen explaining the CSE issue in more detail.
Straightforward inlining of `hlfir.matmul` as an `hlfir.elemental`
is not good for performance, and I got performance regressions
with it comparing to Fortran runtime implementation. I put it
under an enigneering option for experiments.
At the same time, inlining `hlfir.matmul_transpose` as `hlfir.elemental`
seems to be a good approach, e.g. it allows getting rid of a temporay
array in cases like: `A(:)=B(:)+MATMUL(TRANSPOSE(C(:,:)),D(:))`.
This patch improves performance of galgel and tonto a little bit.
151 lines
5.6 KiB
Plaintext
151 lines
5.6 KiB
Plaintext
// RUN: tco %s | FileCheck %s
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// RUN: tco %s --mlir-pass-statistics --mlir-pass-statistics-display=pipeline 2>&1 | FileCheck %s --check-prefix=PASSES
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// REQUIRES: asserts
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// Check that tco is working with a basic test.
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// Also check the passes in the default pipeline.
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func.func @_QQmain() {
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return
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}
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// CHECK: ; ModuleID = 'FIRModule'
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// CHECK-LABEL: define void @_QQmain()
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// CHECK: ret void
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// PASSES: Pass statistics report
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// PASSES: Canonicalizer
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// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
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// PASSES-NEXT: 'fir.global' Pipeline
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// PASSES-NEXT: SimplifyHLFIRIntrinsics
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// PASSES-NEXT: InlineElementals
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// PASSES-NEXT: 'func.func' Pipeline
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// PASSES-NEXT: SimplifyHLFIRIntrinsics
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// PASSES-NEXT: InlineElementals
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// PASSES-NEXT: 'omp.declare_reduction' Pipeline
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// PASSES-NEXT: SimplifyHLFIRIntrinsics
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// PASSES-NEXT: InlineElementals
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// PASSES-NEXT: 'omp.private' Pipeline
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// PASSES-NEXT: SimplifyHLFIRIntrinsics
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// PASSES-NEXT: InlineElementals
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// PASSES-NEXT: Canonicalizer
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// PASSES-NEXT: CSE
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// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
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// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
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// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
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// PASSES-NEXT: 'fir.global' Pipeline
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// PASSES-NEXT: SimplifyHLFIRIntrinsics
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// PASSES-NEXT: OptimizedBufferization
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// PASSES-NEXT: InlineHLFIRAssign
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// PASSES-NEXT: 'func.func' Pipeline
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// PASSES-NEXT: SimplifyHLFIRIntrinsics
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// PASSES-NEXT: OptimizedBufferization
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// PASSES-NEXT: InlineHLFIRAssign
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// PASSES-NEXT: 'omp.declare_reduction' Pipeline
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// PASSES-NEXT: SimplifyHLFIRIntrinsics
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// PASSES-NEXT: OptimizedBufferization
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// PASSES-NEXT: InlineHLFIRAssign
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// PASSES-NEXT: 'omp.private' Pipeline
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// PASSES-NEXT: SimplifyHLFIRIntrinsics
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// PASSES-NEXT: OptimizedBufferization
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// PASSES-NEXT: InlineHLFIRAssign
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// PASSES-NEXT: LowerHLFIROrderedAssignments
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// PASSES-NEXT: LowerHLFIRIntrinsics
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// PASSES-NEXT: BufferizeHLFIR
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// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
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// PASSES-NEXT: 'fir.global' Pipeline
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// PASSES-NEXT: InlineHLFIRAssign
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// PASSES-NEXT: 'func.func' Pipeline
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// PASSES-NEXT: InlineHLFIRAssign
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// PASSES-NEXT: 'omp.declare_reduction' Pipeline
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// PASSES-NEXT: InlineHLFIRAssign
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// PASSES-NEXT: 'omp.private' Pipeline
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// PASSES-NEXT: InlineHLFIRAssign
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// PASSES-NEXT: ConvertHLFIRtoFIR
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// PASSES-NEXT: LowerWorkshare
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// PASSES-NEXT: CSE
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// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
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// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
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// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
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// PASSES-NEXT: 'fir.global' Pipeline
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// PASSES-NEXT: CharacterConversion
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// PASSES-NEXT: 'func.func' Pipeline
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// PASSES-NEXT: ArrayValueCopy
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// PASSES-NEXT: CharacterConversion
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// PASSES-NEXT: 'omp.declare_reduction' Pipeline
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// PASSES-NEXT: CharacterConversion
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// PASSES-NEXT: 'omp.private' Pipeline
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// PASSES-NEXT: CharacterConversion
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// PASSES-NEXT: Canonicalizer
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// PASSES-NEXT: SimplifyRegionLite
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// PASSES-NEXT: SimplifyIntrinsics
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// PASSES-NEXT: AlgebraicSimplification
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// PASSES-NEXT: CSE
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// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
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// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
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// PASSES-NEXT: 'func.func' Pipeline
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// PASSES-NEXT: MemoryAllocationOpt
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// PASSES-NEXT: Inliner
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// PASSES-NEXT: SimplifyRegionLite
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// PASSES-NEXT: CSE
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// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
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// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
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// PASSES-NEXT: PolymorphicOpConversion
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// PASSES-NEXT: AssumedRankOpConversion
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// PASSES-NEXT: AddAliasTags
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// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
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// PASSES-NEXT: 'fir.global' Pipeline
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// PASSES-NEXT: StackReclaim
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// PASSES-NEXT: CFGConversion
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// PASSES-NEXT: 'func.func' Pipeline
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// PASSES-NEXT: StackReclaim
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// PASSES-NEXT: CFGConversion
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// PASSES-NEXT: 'omp.declare_reduction' Pipeline
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// PASSES-NEXT: StackReclaim
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// PASSES-NEXT: CFGConversion
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// PASSES-NEXT: 'omp.private' Pipeline
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// PASSES-NEXT: StackReclaim
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// PASSES-NEXT: CFGConversion
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// PASSES-NEXT: SCFToControlFlow
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// PASSES-NEXT: Canonicalizer
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// PASSES-NEXT: SimplifyRegionLite
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// PASSES-NEXT: CSE
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// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
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// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
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// PASSES-NEXT: BoxedProcedurePass
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// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'gpu.module', 'omp.declare_reduction', 'omp.private']
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// PASSES-NEXT: 'fir.global' Pipeline
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// PASSES-NEXT: AbstractResultOpt
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// PASSES-NEXT: 'func.func' Pipeline
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// PASSES-NEXT: AbstractResultOpt
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// PASSES-NEXT: 'gpu.module' Pipeline
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// PASSES-NEXT: Pipeline Collection : ['func.func', 'gpu.func']
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// PASSES-NEXT: 'func.func' Pipeline
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// PASSES-NEXT: AbstractResultOpt
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// PASSES-NEXT: 'gpu.func' Pipeline
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// PASSES-NEXT: AbstractResultOpt
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// PASSES-NEXT: 'omp.declare_reduction' Pipeline
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// PASSES-NEXT: AbstractResultOpt
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// PASSES-NEXT: 'omp.private' Pipeline
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// PASSES-NEXT: AbstractResultOpt
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// PASSES-NEXT: CodeGenRewrite
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// PASSES-NEXT: (S) 0 num-dce'd - Number of operations eliminated
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// PASSES-NEXT: TargetRewrite
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// PASSES-NEXT: CompilerGeneratedNamesConversion
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// PASSES-NEXT: 'func.func' Pipeline
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// PASSES-NEXT: FunctionAttr
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// PASSES-NEXT: FIRToLLVMLowering
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// PASSES-NEXT: ReconcileUnrealizedCasts
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// PASSES-NEXT: LLVMIRLoweringPass
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