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Update tuning parameter & compilation options of DeviceGemmXdl<> instance (layout=TT) (#819)

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* Enable pipeline v2 opt for layout=TT instance

* Use better thread mapping for reading A tile

* Conditionally enable pipeline v2 opt

* Allow enabling only fp16 gemm instances in profiler

* Fix formatting error

* Fix compilation error if we enable fp32 in profiler
This commit is contained in:
Po Yen Chen
2023-08-02 23:32:22 +08:00
committed by GitHub
parent 7761e5232c
commit f7cc8c3b03
3 changed files with 42 additions and 33 deletions
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65
library/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
View File

@@ -95,36 +95,39 @@ endif()
add_instance_library(device_gemm_instance ${GEMM_INSTANCES})
set(ENABLE_PIPELINE_V2_OPT OFF)
if (ENABLE_PIPELINE_V2_OPT)
set(MAX_ILP_OPTS
-mllvm
-amdgpu-enable-max-ilp-scheduling-strategy
)
set(WAVES_PER_EU_DEFS
CK_USE_WAVES_PER_EU=1
CK_MIN_WAVES_PER_EU=1
CK_MAX_WAVES_PER_EU=1
)
set(IGLP_OPT_DEFS
CK_EXPERIMENTAL_PIPELINE_V2_IGLP_OPT=1
)
if(DTYPES MATCHES "fp16" OR NOT DEFINED DTYPES)
set(ENABLE_PIPELINE_V2_OPT OFF)
# layout=NT
set_source_files_properties(device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS ";;"
COMPILE_DEFINITIONS "${WAVES_PER_EU_DEFS};${IGLP_OPT_DEFS}")
# layout=NN
set_source_files_properties(device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS "${MAX_ILP_OPTS}"
COMPILE_DEFINITIONS "${WAVES_PER_EU_DEFS};${IGLP_OPT_DEFS}")
# layout=TT
set_source_files_properties(device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS "${MAX_ILP_OPTS}"
COMPILE_DEFINITIONS "${WAVES_PER_EU_DEFS}")
# layout=TN
set_source_files_properties(device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS "${MAX_ILP_OPTS}"
COMPILE_DEFINITIONS "${WAVES_PER_EU_DEFS};${IGLP_OPT_DEFS}")
endif(ENABLE_PIPELINE_V2_OPT)
if (ENABLE_PIPELINE_V2_OPT)
set(MAX_ILP_OPTS
-mllvm
-amdgpu-enable-max-ilp-scheduling-strategy
)
set(WAVES_PER_EU_DEFS
CK_USE_WAVES_PER_EU=1
CK_MIN_WAVES_PER_EU=1
CK_MAX_WAVES_PER_EU=1
)
set(IGLP_OPT_DEFS
CK_EXPERIMENTAL_PIPELINE_V2_IGLP_OPT=1
)
# layout=NT
set_source_files_properties(device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS ";;"
COMPILE_DEFINITIONS "${WAVES_PER_EU_DEFS};${IGLP_OPT_DEFS}")
# layout=NN
set_source_files_properties(device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS "${MAX_ILP_OPTS}"
COMPILE_DEFINITIONS "${WAVES_PER_EU_DEFS};${IGLP_OPT_DEFS}")
# layout=TT
set_source_files_properties(device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS ";;"
COMPILE_DEFINITIONS "${WAVES_PER_EU_DEFS};${IGLP_OPT_DEFS}")
# layout=TN
set_source_files_properties(device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS "${MAX_ILP_OPTS}"
COMPILE_DEFINITIONS "${WAVES_PER_EU_DEFS};${IGLP_OPT_DEFS}")
endif(ENABLE_PIPELINE_V2_OPT)
endif(DTYPES MATCHES "fp16" OR NOT DEFINED DTYPES)

2
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp
View File

@@ -18,7 +18,7 @@ using Instances =
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl< F16, F16, F16, F32, Row, Row, Row, PassThrough, PassThrough, PassThrough, GemmDefault, 256, 64, 128, 8, 8, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 7, 1, 1, LoopScheduler::Default, PipelineVersion::v2>
DeviceGemmXdl< F16, F16, F16, F32, Row, Row, Row, PassThrough, PassThrough, PassThrough, GemmDefault, 256, 64, 128, 8, 8, 32, 32, 1, 2, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 7, 1, 1, LoopScheduler::Default, PipelineVersion::v2>
#endif
// clang-format on
>;