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TheRock/rocm-libraries/shared/tensile/Tensile/Tests/emulation/mfma/sgemm.yaml
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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

700 lines
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TestParameters:
marks: [skip-gfx900, skip-gfx906, skip-gfx1010, skip-gfx1011, emulation2] # not supported by arch
GlobalParameters:
NumElementsToValidate: 65536
BoundsCheck: True
KernelTime: True
BenchmarkProblems:
########################################
# NT - standard
########################################
- # sgemm TN
- # ProblemType
OperationType: GEMM
DataType: s
TransposeA: True
TransposeB: False
UseBeta: True
Batched: True
- # BenchmarkProblemSizeGroup - Standard
InitialSolutionParameters:
BenchmarkCommonParameters:
- KernelLanguage: ["Assembly"]
- EdgeType: ["ShiftPtr"]
- PrefetchLocalRead: [True]
ForkParameters:
- MatrixInstruction:
- [32, 32, 1, 2]
- PrefetchGlobalRead: [True]
- ThreadTile:
- [ 1, 32 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 1, 64 ]
# - [ 2, 64 ]
# - [ 4, 64 ]
- WorkGroup:
# - [ 16, 16, 1 ]
- [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - [ 128, 4, 1 ]
- WorkGroupMapping: [8]
- GlobalSplitU: [1]
- DepthU: [ 8 ]
- VectorWidth: [1]
BenchmarkForkParameters:
JoinParameters:
BenchmarkJoinParameters:
BenchmarkFinalParameters:
- ProblemSizes:
- Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [32, 32, 2, 1]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 1, 32 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 1, 64 ]
# - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [16, 16, 1, 4]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 16 ]
# # - [ 4, 16 ]
# # - [ 8, 16 ]
# # - [ 2, 32 ]
# # - [ 4, 32 ]
# # - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# # - [ 32, 8, 1 ]
# # - [ 64, 4, 1 ]
# # - [ 128, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# # - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [16, 16, 4, 1]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 16 ]
# - [ 4, 16 ]
# - [ 8, 16 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [ 4, 4, 1, 16]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 8 ]
# - [ 2, 16 ]
# - [ 4, 8 ]
# - WorkGroup:
# - [ 8, 32, 1 ]
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 16 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
- # sgemm NN
- # ProblemType
OperationType: GEMM
DataType: s
TransposeA: False
TransposeB: False
UseBeta: True
Batched: True
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [32, 32, 1, 2]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 1, 32 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 1, 64 ]
# - [ 2, 64 ]
# - [ 4, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - [ 128, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [32, 32, 2, 1]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# # - [ 1, 32 ]
# - [ 2, 32 ]
# # - [ 4, 32 ]
# # - [ 1, 64 ]
# # - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# # - [ 32, 8, 1 ]
# # - [ 64, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# # - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [16, 16, 1, 4]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 16 ]
# - [ 4, 16 ]
# - [ 8, 16 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - [ 128, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
- # BenchmarkProblemSizeGroup - Standard
InitialSolutionParameters:
BenchmarkCommonParameters:
- KernelLanguage: ["Assembly"]
- EdgeType: ["ShiftPtr"]
- PrefetchLocalRead: [True]
ForkParameters:
- MatrixInstruction:
- [16, 16, 4, 1]
- PrefetchGlobalRead: [True]
- ThreadTile:
# - [ 2, 16 ]
- [ 4, 16 ]
# - [ 8, 16 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 2, 64 ]
- WorkGroup:
- [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
- WorkGroupMapping: [8]
- GlobalSplitU: [1]
- DepthU: [ 8 ]
- VectorWidth: [1]
BenchmarkForkParameters:
JoinParameters:
BenchmarkJoinParameters:
BenchmarkFinalParameters:
- ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
- Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [ 4, 4, 1, 16]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 8 ]
# - [ 2, 16 ]
# - [ 4, 8 ]
# - WorkGroup:
# - [ 8, 32, 1 ]
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 16 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
- # sgemm NT
- # ProblemType
OperationType: GEMM
DataType: s
TransposeA: False
TransposeB: True
UseBeta: True
Batched: True
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [32, 32, 1, 2]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# # - [ 1, 32 ]
# # - [ 2, 32 ]
# # - [ 4, 32 ]
# - [ 1, 64 ]
# - [ 2, 64 ]
# # - [ 4, 64 ]
# - WorkGroup:
# # - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# # - [ 64, 4, 1 ]
# # - [ 128, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# # - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [32, 32, 2, 1]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 1, 32 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 1, 64 ]
# - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [16, 16, 1, 4]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 16 ]
# - [ 4, 16 ]
# - [ 8, 16 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - [ 128, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [16, 16, 4, 1]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 16 ]
# - [ 4, 16 ]
# - [ 8, 16 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
- # BenchmarkProblemSizeGroup - Standard
InitialSolutionParameters:
BenchmarkCommonParameters:
- KernelLanguage: ["Assembly"]
- EdgeType: ["ShiftPtr"]
- PrefetchLocalRead: [True]
ForkParameters:
- MatrixInstruction:
- [ 4, 4, 1, 16]
- PrefetchGlobalRead: [True]
- ThreadTile:
- [ 2, 8 ]
# - [ 2, 16 ]
# - [ 4, 8 ]
- WorkGroup:
- [ 8, 32, 1 ]
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
- WorkGroupMapping: [8]
- GlobalSplitU: [1]
- DepthU: [ 16 ]
- VectorWidth: [1]
BenchmarkForkParameters:
JoinParameters:
BenchmarkJoinParameters:
BenchmarkFinalParameters:
- ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
- Range: [ [1031], [1031], [8], [1031] ]
- # sgemm TT
- # ProblemType
OperationType: GEMM
DataType: s
TransposeA: True
TransposeB: True
UseBeta: True
Batched: True
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [32, 32, 1, 2]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 1, 32 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 1, 64 ]
# - [ 2, 64 ]
# - [ 4, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - [ 128, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
- # BenchmarkProblemSizeGroup - Standard
InitialSolutionParameters:
BenchmarkCommonParameters:
- KernelLanguage: ["Assembly"]
- EdgeType: ["ShiftPtr"]
- PrefetchLocalRead: [True]
ForkParameters:
- MatrixInstruction:
- [32, 32, 2, 1]
- PrefetchGlobalRead: [True]
- ThreadTile:
- [ 1, 32 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 1, 64 ]
# - [ 2, 64 ]
- WorkGroup:
- [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
- WorkGroupMapping: [8]
- GlobalSplitU: [1]
- DepthU: [ 8 ]
- VectorWidth: [1]
BenchmarkForkParameters:
JoinParameters:
BenchmarkJoinParameters:
BenchmarkFinalParameters:
- ProblemSizes:
- Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [16, 16, 1, 4]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 16 ]
# # - [ 4, 16 ]
# # - [ 8, 16 ]
# # - [ 2, 32 ]
# # - [ 4, 32 ]
# # - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# # - [ 32, 8, 1 ]
# # - [ 64, 4, 1 ]
# # - [ 128, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# # - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [16, 16, 4, 1]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 16 ]
# - [ 4, 16 ]
# - [ 8, 16 ]
# - [ 2, 32 ]
# - [ 4, 32 ]
# - [ 2, 64 ]
# - WorkGroup:
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - [ 64, 4, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 8 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
# - # BenchmarkProblemSizeGroup - Standard
# InitialSolutionParameters:
# BenchmarkCommonParameters:
# - KernelLanguage: ["Assembly"]
# - EdgeType: ["ShiftPtr"]
# - PrefetchLocalRead: [True]
# ForkParameters:
# - MatrixInstruction:
# - [ 4, 4, 1, 16]
# - PrefetchGlobalRead: [True]
# - ThreadTile:
# - [ 2, 8 ]
# - [ 2, 16 ]
# - [ 4, 8 ]
# - WorkGroup:
# - [ 8, 32, 1 ]
# - [ 16, 16, 1 ]
# - [ 32, 8, 1 ]
# - WorkGroupMapping: [8]
# - GlobalSplitU: [1]
# - DepthU: [ 16 ]
# - VectorWidth: [1]
# BenchmarkForkParameters:
# JoinParameters:
# BenchmarkJoinParameters:
# BenchmarkFinalParameters:
# - ProblemSizes:
# - Range: [ [1024], [1024], [1], [1024] ]
# - Range: [ [1031], [1031], [8], [1031] ]
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