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TheRock/rocm-libraries/shared/tensile/Tensile/Perf/BDAS/dgemm_pca.yaml
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derek.holloway 7502bf64a4
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2026-09-02 16:34:47 -07:00

74 lines
2.0 KiB
YAML

# A config to generate a fast kernel(s) for BDAS workload problem sizes
# BDAS workloads are kmeans , pca SVD algorithm solvers. usually consists of 2 DGEMM problem sizes
# Here problem size K=500000 represents DGEMM2
GlobalParameters:
MinimumRequiredVersion: 4.4.0
PrintLevel: 1
ForceRedoBenchmarkProblems: True
ForceRedoLibraryLogic: True
ForceRedoLibraryClient: True
CMakeBuildType: Release
EnqueuesPerSync: 1
NumBenchmarks: 1
SyncsPerBenchmark: 1
LibraryPrintDebug: False
NumElementsToValidate: 100
ValidationMaxToPrint: 4
ValidationPrintValids: False
ShortNames: False
MergeFiles: True
Platform: 0
Device: 0
KernelTime: True
PinClocks: True
SleepPercent: 0
PrintSolutionRejectionReason: True
DataInitTypeBeta : 0
DataInitTypeAlpha : 1
NewKernel: 2
BenchmarkProblems:
########################################
# TN - standard
########################################
-
- # ProblemType
OperationType: GEMM
DataType: d
TransposeA: True
TransposeB: False
UseBeta: True
Batched: True
- # BenchmarkProblemSizeGroup - Standard
InitialSolutionParameters:
BenchmarkCommonParameters:
- KernelLanguage: ["Assembly"]
- EdgeType: ["ShiftPtr"]
- LoopTail: [True]
ForkParameters:
- PrefetchLocalRead: [True]
- PrefetchGlobalRead: [True]
- ThreadTile:
- [ 4, 8 ]
- [ 4, 4 ]
- WorkGroup:
- [ 32, 16, 1 ]
- WorkGroupMapping: [1]
#- AssertFree0ElementMultiple: [2]
- GlobalSplitU: [16,32]
- DepthU: [ 8,16,32 ]
- VectorWidth: [2]
- FractionalLoad: [1]
- GlobalReadVectorWidth: [2,4]
- OptNoLoadLoop: [2]
- StaggerUStride: [256,512]
- StaggerUMapping: [0]
BenchmarkForkParameters:
JoinParameters:
BenchmarkJoinParameters:
BenchmarkFinalParameters:
- ProblemSizes:
- Exact: [ 250, 250, 1, 500000,266,266,500016,500032 ]