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Add support for single wave stream-k kernels #1975
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139 changes: 139 additions & 0 deletions
139
tensilelite/Tensile/Tests/common/streamk/sk_hgemm_lsu.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,139 @@ | ||
| TestParameters: | ||
| marks: [skip-gfx900, skip-gfx906, skip-gfx908, skip-gfx1010, skip-gfx1011, skip-gfx1012, skip-gfx1030, skip-gfx1100, skip-gfx1101, skip-gfx1102, skip-gfx1200, skip-gfx1201] # not supported by arch | ||
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| GlobalParameters: | ||
| NumElementsToValidate: -1 | ||
| BoundsCheck: False | ||
| KernelTime: False | ||
| DataInitTypeAlpha: 1 | ||
| DataInitTypeBeta: 1 | ||
| DataInitTypeA: 12 | ||
| DataInitTypeB: 13 | ||
| DataInitTypeC: 12 | ||
| # DataInitTypeC: 1 | ||
| # ValidationPrintValids: True | ||
| MaxWorkspaceSize: 134217728 | ||
| # PrintSolutionRejectionReason: True | ||
| # ForceGenerateKernel: True | ||
| # GenerateSourcesAndExit: True | ||
| NumWarmups: 0 | ||
| EnqueuesPerSync: 1 | ||
| # NumBenchmarks: 10 | ||
| SleepPercent: 50 | ||
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||
| BenchmarkProblems: | ||
|
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||
| - # HGEMM NT | ||
| - # ProblemType | ||
| OperationType: GEMM | ||
| DataType: h | ||
| DestDataType: h | ||
| ComputeDataType: s | ||
| HighPrecisionAccumulate: True | ||
| TransposeA: False | ||
| TransposeB: True | ||
| UseBeta: True | ||
| Batched: True | ||
|
|
||
| - # HGEMM NT - Single wave | ||
| InitialSolutionParameters: | ||
| BenchmarkCommonParameters: | ||
| - KernelLanguage: ["Assembly"] | ||
| - PrefetchLocalRead: [True] | ||
| ForkParameters: | ||
| - MatrixInstruction: | ||
| - [16,16,16,1, 1, 1,1, 1,1] | ||
| # - [16,16,16,1, 1, 2,1, 1,1] | ||
| # - [16,16,16,1, 1, 4,1, 1,1] | ||
| # - [16,16,16,1, 1, 1,2, 1,1] | ||
| # - [16,16,16,1, 1, 1,4, 1,1] | ||
| # - [16,16,16,1, 1, 2,2, 1,1] | ||
| # - [16,16,16,1, 1, 1,1, 2,1] | ||
| # - [16,16,16,1, 1, 1,1, 1,2] | ||
| - DepthU: [256] | ||
| - 1LDSBuffer: [-1] | ||
| - ClusterLocalRead: [True] | ||
| - ExpandPointerSwap: [0] | ||
| # - LocalReadVectorWidth: [4, 8] | ||
| # - NumElementsPerBatchStore: [0, 16] | ||
| - PrefetchGlobalRead: [2] | ||
| - PrefetchLocalRead: [1] | ||
| - ScheduleIterAlg: [3] | ||
| - SourceSwap: [True] | ||
| - StaggerU: [0] | ||
| - StreamK: [3] | ||
| - WorkGroupMappingXCC: [8] | ||
| - TransposeLDS: [-1] | ||
| - UseSgprForGRO: [0] | ||
| - WorkGroupMapping: [6] | ||
| - VectorWidthA: [1] | ||
| - VectorWidthB: [1] | ||
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| BenchmarkForkParameters: | ||
| JoinParameters: | ||
| BenchmarkJoinParameters: | ||
| BenchmarkFinalParameters: | ||
| - ProblemSizes: | ||
| - Exact: [512, 512, 1, 512] | ||
| - Exact: [1024, 1024, 1, 1024] | ||
| - Exact: [1031, 1031, 1, 1031] | ||
| # - Exact: [4096, 4096, 1, 1024] | ||
| # - Exact: [4103, 4096, 1, 1024] | ||
| # - Exact: [4096, 4103, 1, 1024] | ||
| # - Exact: [4096, 4096, 1, 1031] | ||
| - Exact: [4103, 4103, 1, 1031] | ||
|
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| - # HGEMM NT - LSU | ||
| InitialSolutionParameters: | ||
| BenchmarkCommonParameters: | ||
| - KernelLanguage: ["Assembly"] | ||
| - PrefetchLocalRead: [True] | ||
| ForkParameters: | ||
| - MatrixInstruction: | ||
| - [16,16,16,1, 1, 1,1, 1,1] | ||
| # - [16,16,16,1, 1, 1,1, 1,2] | ||
| # - [16,16,16,1, 1, 1,1, 2,1] | ||
| - [16,16,16,1, 1, 2,1, 1,1] | ||
| - [16,16,16,1, 1, 4,1, 1,1] | ||
| - [16,16,16,1, 1, 1,2, 1,1] | ||
| - [16,16,16,1, 1, 1,4, 1,1] | ||
| - [16,16,16,1, 1, 2,2, 1,1] | ||
| # - [16,16,16,1, 1, 1,1, 2,1] | ||
| # - [16,16,16,1, 1, 1,1, 1,2] | ||
| # - [16,16,16,1, 1, 8,8, 1,1] | ||
| # - [16,16,16,1, 1, 8,8, 2,1] | ||
| # - [16,16,16,1, 1, 8,8, 1,2] | ||
| - DepthU: [256] | ||
| - WorkGroup: | ||
| - [4,4,4] | ||
| - 1LDSBuffer: [-1] | ||
| - ClusterLocalRead: [True] | ||
| - ExpandPointerSwap: [0] | ||
| # - LocalReadVectorWidth: [4, 8] | ||
| # - NumElementsPerBatchStore: [0, 16] | ||
| - PrefetchGlobalRead: [2] | ||
| - PrefetchLocalRead: [1] | ||
| - ScheduleIterAlg: [3] | ||
| - SourceSwap: [True] | ||
| - StaggerU: [0] | ||
| - StreamK: [3] | ||
| - WorkGroupMappingXCC: [8] | ||
| - TransposeLDS: [-1] | ||
| - UseSgprForGRO: [0] | ||
| - WorkGroupMapping: [6] | ||
| - VectorWidthA: [1] | ||
| - VectorWidthB: [1] | ||
|
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||
| BenchmarkForkParameters: | ||
| JoinParameters: | ||
| BenchmarkJoinParameters: | ||
| BenchmarkFinalParameters: | ||
| - ProblemSizes: | ||
| - Exact: [512, 512, 1, 512] | ||
| - Exact: [1024, 1024, 1, 1024] | ||
| - Exact: [1031, 1031, 1, 1031] | ||
| # - Exact: [4096, 4096, 1, 1024] | ||
| # - Exact: [4103, 4096, 1, 1024] | ||
| # - Exact: [4096, 4103, 1, 1024] | ||
| # - Exact: [4096, 4096, 1, 1031] | ||
| - Exact: [4103, 4103, 1, 1031] | ||
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you can add LSU=2 case as well.. but it looks good to me.
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Thanks. I tested LSU=2 locally, but left it out to cut down on time added to pre-checkin CI run since I thought LSU=4 is the more common use-case. If LSU=2 is also frequently used, I can add a test in a future change.