llvm-project/flang/test/Fir/basic-program.fir
Slava Zakharin 3bb969f3eb
[flang] Inline hlfir.matmul[_transpose]. (#122821)
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.
2025-01-15 08:42:57 -08:00

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// RUN: tco %s | FileCheck %s
// RUN: tco %s --mlir-pass-statistics --mlir-pass-statistics-display=pipeline 2>&1 | FileCheck %s --check-prefix=PASSES
// REQUIRES: asserts
// Check that tco is working with a basic test.
// Also check the passes in the default pipeline.
func.func @_QQmain() {
return
}
// CHECK: ; ModuleID = 'FIRModule'
// CHECK-LABEL: define void @_QQmain()
// CHECK: ret void
// PASSES: Pass statistics report
// PASSES: Canonicalizer
// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
// PASSES-NEXT: 'fir.global' Pipeline
// PASSES-NEXT: SimplifyHLFIRIntrinsics
// PASSES-NEXT: InlineElementals
// PASSES-NEXT: 'func.func' Pipeline
// PASSES-NEXT: SimplifyHLFIRIntrinsics
// PASSES-NEXT: InlineElementals
// PASSES-NEXT: 'omp.declare_reduction' Pipeline
// PASSES-NEXT: SimplifyHLFIRIntrinsics
// PASSES-NEXT: InlineElementals
// PASSES-NEXT: 'omp.private' Pipeline
// PASSES-NEXT: SimplifyHLFIRIntrinsics
// PASSES-NEXT: InlineElementals
// PASSES-NEXT: Canonicalizer
// PASSES-NEXT: CSE
// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
// PASSES-NEXT: 'fir.global' Pipeline
// PASSES-NEXT: SimplifyHLFIRIntrinsics
// PASSES-NEXT: OptimizedBufferization
// PASSES-NEXT: InlineHLFIRAssign
// PASSES-NEXT: 'func.func' Pipeline
// PASSES-NEXT: SimplifyHLFIRIntrinsics
// PASSES-NEXT: OptimizedBufferization
// PASSES-NEXT: InlineHLFIRAssign
// PASSES-NEXT: 'omp.declare_reduction' Pipeline
// PASSES-NEXT: SimplifyHLFIRIntrinsics
// PASSES-NEXT: OptimizedBufferization
// PASSES-NEXT: InlineHLFIRAssign
// PASSES-NEXT: 'omp.private' Pipeline
// PASSES-NEXT: SimplifyHLFIRIntrinsics
// PASSES-NEXT: OptimizedBufferization
// PASSES-NEXT: InlineHLFIRAssign
// PASSES-NEXT: LowerHLFIROrderedAssignments
// PASSES-NEXT: LowerHLFIRIntrinsics
// PASSES-NEXT: BufferizeHLFIR
// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
// PASSES-NEXT: 'fir.global' Pipeline
// PASSES-NEXT: InlineHLFIRAssign
// PASSES-NEXT: 'func.func' Pipeline
// PASSES-NEXT: InlineHLFIRAssign
// PASSES-NEXT: 'omp.declare_reduction' Pipeline
// PASSES-NEXT: InlineHLFIRAssign
// PASSES-NEXT: 'omp.private' Pipeline
// PASSES-NEXT: InlineHLFIRAssign
// PASSES-NEXT: ConvertHLFIRtoFIR
// PASSES-NEXT: LowerWorkshare
// PASSES-NEXT: CSE
// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
// PASSES-NEXT: 'fir.global' Pipeline
// PASSES-NEXT: CharacterConversion
// PASSES-NEXT: 'func.func' Pipeline
// PASSES-NEXT: ArrayValueCopy
// PASSES-NEXT: CharacterConversion
// PASSES-NEXT: 'omp.declare_reduction' Pipeline
// PASSES-NEXT: CharacterConversion
// PASSES-NEXT: 'omp.private' Pipeline
// PASSES-NEXT: CharacterConversion
// PASSES-NEXT: Canonicalizer
// PASSES-NEXT: SimplifyRegionLite
// PASSES-NEXT: SimplifyIntrinsics
// PASSES-NEXT: AlgebraicSimplification
// PASSES-NEXT: CSE
// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
// PASSES-NEXT: 'func.func' Pipeline
// PASSES-NEXT: MemoryAllocationOpt
// PASSES-NEXT: Inliner
// PASSES-NEXT: SimplifyRegionLite
// PASSES-NEXT: CSE
// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
// PASSES-NEXT: PolymorphicOpConversion
// PASSES-NEXT: AssumedRankOpConversion
// PASSES-NEXT: AddAliasTags
// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'omp.declare_reduction', 'omp.private']
// PASSES-NEXT: 'fir.global' Pipeline
// PASSES-NEXT: StackReclaim
// PASSES-NEXT: CFGConversion
// PASSES-NEXT: 'func.func' Pipeline
// PASSES-NEXT: StackReclaim
// PASSES-NEXT: CFGConversion
// PASSES-NEXT: 'omp.declare_reduction' Pipeline
// PASSES-NEXT: StackReclaim
// PASSES-NEXT: CFGConversion
// PASSES-NEXT: 'omp.private' Pipeline
// PASSES-NEXT: StackReclaim
// PASSES-NEXT: CFGConversion
// PASSES-NEXT: SCFToControlFlow
// PASSES-NEXT: Canonicalizer
// PASSES-NEXT: SimplifyRegionLite
// PASSES-NEXT: CSE
// PASSES-NEXT: (S) 0 num-cse'd - Number of operations CSE'd
// PASSES-NEXT: (S) 0 num-dce'd - Number of operations DCE'd
// PASSES-NEXT: BoxedProcedurePass
// PASSES-NEXT: Pipeline Collection : ['fir.global', 'func.func', 'gpu.module', 'omp.declare_reduction', 'omp.private']
// PASSES-NEXT: 'fir.global' Pipeline
// PASSES-NEXT: AbstractResultOpt
// PASSES-NEXT: 'func.func' Pipeline
// PASSES-NEXT: AbstractResultOpt
// PASSES-NEXT: 'gpu.module' Pipeline
// PASSES-NEXT: Pipeline Collection : ['func.func', 'gpu.func']
// PASSES-NEXT: 'func.func' Pipeline
// PASSES-NEXT: AbstractResultOpt
// PASSES-NEXT: 'gpu.func' Pipeline
// PASSES-NEXT: AbstractResultOpt
// PASSES-NEXT: 'omp.declare_reduction' Pipeline
// PASSES-NEXT: AbstractResultOpt
// PASSES-NEXT: 'omp.private' Pipeline
// PASSES-NEXT: AbstractResultOpt
// PASSES-NEXT: CodeGenRewrite
// PASSES-NEXT: (S) 0 num-dce'd - Number of operations eliminated
// PASSES-NEXT: TargetRewrite
// PASSES-NEXT: CompilerGeneratedNamesConversion
// PASSES-NEXT: 'func.func' Pipeline
// PASSES-NEXT: FunctionAttr
// PASSES-NEXT: FIRToLLVMLowering
// PASSES-NEXT: ReconcileUnrealizedCasts
// PASSES-NEXT: LLVMIRLoweringPass