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gaoqiong
composable_kernel
Commits
8ed29492
Commit
8ed29492
authored
Sep 21, 2023
by
Rostyslav Geyyer
Browse files
Merge branch 'develop' into lwpck-929
parents
560919ab
bba085d2
Changes
128
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20 changed files
with
311 additions
and
274 deletions
+311
-274
library/src/tensor_operation_instance/gpu/elementwise_normalization/CMakeLists.txt
...ion_instance/gpu/elementwise_normalization/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
...ary/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
+98
-113
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instance.cpp
...evice_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instance.cpp
+14
-14
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instance.cpp
...evice_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instance.cpp
+14
-14
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
...evice_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
+14
-14
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instance.cpp
...m/device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instance.cpp
+22
-22
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instance.cpp
...m/device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instance.cpp
+22
-22
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instance.cpp
...m/device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instance.cpp
+22
-22
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/CMakeLists.txt
...eration_instance/gpu/gemm_add_add_fastgelu/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/CMakeLists.txt
...r_operation_instance/gpu/gemm_add_fastgelu/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/CMakeLists.txt
...n_instance/gpu/gemm_add_relu_add_layernorm/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/gemm_bilinear/CMakeLists.txt
...ensor_operation_instance/gpu/gemm_bilinear/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/gemm_fastgelu/CMakeLists.txt
...ensor_operation_instance/gpu/gemm_fastgelu/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/gemm_multiply_add/CMakeLists.txt
...r_operation_instance/gpu/gemm_multiply_add/CMakeLists.txt
+4
-11
library/src/tensor_operation_instance/gpu/gemm_splitk/CMakeLists.txt
.../tensor_operation_instance/gpu/gemm_splitk/CMakeLists.txt
+16
-24
library/src/tensor_operation_instance/gpu/gemm_streamk/CMakeLists.txt
...tensor_operation_instance/gpu/gemm_streamk/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/grouped_gemm/CMakeLists.txt
...tensor_operation_instance/gpu/grouped_gemm/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/grouped_gemm_fastgelu/CMakeLists.txt
...eration_instance/gpu/grouped_gemm_fastgelu/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk/CMakeLists.txt
...eration_instance/gpu/grouped_gemm_fixed_nk/CMakeLists.txt
+10
-0
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk/device_grouped_gemm_xdl_fixed_nk_f16_f16_f16_mk_kn_mn_instance.cpp
...ouped_gemm_xdl_fixed_nk_f16_f16_f16_mk_kn_mn_instance.cpp
+75
-0
No files found.
library/src/tensor_operation_instance/gpu/elementwise_normalization/CMakeLists.txt
View file @
8ed29492
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_elementwise_normalization_instance
add_instance_library
(
device_elementwise_normalization_instance
device_elementwise_normalization_f16_instance.cpp
device_elementwise_normalization_f16_instance.cpp
)
)
endif
()
library/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
View file @
8ed29492
set
(
GEMM_INSTANCES
)
set
(
GEMM_INSTANCES
)
if
(
DTYPES MATCHES
"fp64"
OR NOT DEFINED DTYPES
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f64_f64_f64_mk_kn_mn_instance.cpp
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f64_f64_f64_mk_kn_mn_instance.cpp
)
device_gemm_xdl_f64_f64_f64_mk_nk_mn_instance.cpp
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f64_f64_f64_mk_nk_mn_instance.cpp
)
device_gemm_xdl_f64_f64_f64_km_kn_mn_instance.cpp
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f64_f64_f64_km_kn_mn_instance.cpp
)
device_gemm_xdl_f64_f64_f64_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f64_f64_f64_km_nk_mn_instance.cpp
)
endif
()
if
(
DTYPES MATCHES
"fp32"
OR NOT DEFINED DTYPES
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f32_f32_f32_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f32_f32_f32_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f32_f32_f32_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f32_f32_f32_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instance.cpp
)
if
(
DL_KERNELS
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f32_f32_f32_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f32_f32_f32_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f32_f32_f32_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f32_f32_f32_km_nk_mn_instance.cpp
)
endif
()
endif
()
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
if
(
DL_KERNELS
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f16_f16_f16_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f16_f16_f16_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f16_f16_f16_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f16_f16_f16_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dpp_f16_f16_f16_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dpp_f16_f16_f16_km_kn_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dpp_f16_f16_f16_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dpp_f16_f16_f16_km_nk_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dpp_f16_f16_f16_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dpp_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dpp_f16_f16_f16_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dpp_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
)
endif
()
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_kn_mn_add_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_opt_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_kn_mn_interwave_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_kn_mn_irregular_default_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_kn_mn_irregular_default_pipeline_v2_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_nk_mn_add_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v2_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v2_opt_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_nk_mn_interwave_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_nk_mn_irregular_default_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_nk_mn_irregular_default_pipeline_v2_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/km_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_kn_mn_add_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_kn_mn_interwave_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_kn_mn_irregular_default_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_kn_mn_irregular_default_pipeline_v2_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_nk_mn_add_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v2_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v2_opt_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_nk_mn_interwave_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_nk_mn_irregular_default_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_nk_mn_irregular_default_pipeline_v2_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f16_f16_f16/mk_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
)
endif
()
if
(
DTYPES MATCHES
"int8"
OR NOT DEFINED DTYPES
)
if
(
DL_KERNELS
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_i8_i8_i8_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_i8_i8_i8_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_i8_i8_i8_mk_nk_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_i8_i8_i8_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_i8_i8_i8_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instance.cpp
)
endif
()
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_i8_i8_i8_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_i8_i8_i8_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_i8_i8_i8_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_i8_i8_i8_km_nk_mn_instance.cpp
)
endif
()
if
(
DTYPES MATCHES
"bf16"
OR NOT DEFINED DTYPES
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instance.cpp
)
endif
()
if
(
DTYPES MATCHES
"fp8"
OR NOT DEFINED DTYPES
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f8_f8_f8_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f8_f8_f8_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_f8_f8_f8_km_nk_mn_instance.cpp
)
endif
()
add_instance_library
(
device_gemm_instance
${
GEMM_INSTANCES
}
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_f32_f32_f32_mk_kn_mn_instance.cpp
device_gemm_xdl_f32_f32_f32_mk_nk_mn_instance.cpp
device_gemm_xdl_f32_f32_f32_km_kn_mn_instance.cpp
device_gemm_xdl_f32_f32_f32_km_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instance.cpp
device_gemm_dl_f32_f32_f32_mk_kn_mn_instance.cpp
device_gemm_dl_f32_f32_f32_mk_nk_mn_instance.cpp
device_gemm_dl_f32_f32_f32_km_kn_mn_instance.cpp
device_gemm_dl_f32_f32_f32_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_f16_f16_f16_mk_kn_mn_instance.cpp
device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
device_gemm_dl_f16_f16_f16_mk_nk_mn_instance.cpp
device_gemm_dl_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
device_gemm_dl_f16_f16_f16_km_kn_mn_instance.cpp
device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instance.cpp
device_gemm_dl_f16_f16_f16_km_nk_mn_instance.cpp
device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instance.cpp
device_gemm_dpp_f16_f16_f16_km_kn_mn_instance.cpp
device_gemm_dpp_f16_f16_f16_km_nk_mn_instance.cpp
device_gemm_dpp_f16_f16_f16_mk_kn_mn_instance.cpp
device_gemm_dpp_f16_f16_f16_mk_nk_mn_instance.cpp
device_gemm_dpp_f16_f16_f16_km_kn_mn_irregular_instance.cpp
device_gemm_dpp_f16_f16_f16_km_nk_mn_irregular_instance.cpp
device_gemm_dpp_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
device_gemm_dpp_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_add_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_opt_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_interwave_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_irregular_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_irregular_default_pipeline_v2_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/km_nk_mn_add_instance.cpp
device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v2_instance.cpp
device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v2_opt_instance.cpp
device_gemm_xdl_f16_f16_f16/km_nk_mn_interwave_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/km_nk_mn_irregular_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/km_nk_mn_irregular_default_pipeline_v2_instance.cpp
device_gemm_xdl_f16_f16_f16/km_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_kn_mn_add_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_kn_mn_interwave_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_kn_mn_irregular_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_kn_mn_irregular_default_pipeline_v2_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_nk_mn_add_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v2_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v2_opt_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_nk_mn_interwave_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_nk_mn_irregular_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_nk_mn_irregular_default_pipeline_v2_instance.cpp
device_gemm_xdl_f16_f16_f16/mk_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_i8_i8_i8_mk_kn_mn_instance.cpp
device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instance.cpp
device_gemm_dl_i8_i8_i8_mk_nk_mn_instance.cpp
device_gemm_dl_i8_i8_i8_mk_nk_mn_irregular_instance.cpp
device_gemm_dl_i8_i8_i8_km_kn_mn_instance.cpp
device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instance.cpp
device_gemm_dl_i8_i8_i8_km_nk_mn_instance.cpp
device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instance.cpp
device_gemm_xdl_c_shuffle_i8_i8_i8_mk_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_i8_i8_i8_mk_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_i8_i8_i8_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_i8_i8_i8_km_nk_mn_instance.cpp
)
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instance.cpp
set
(
ENABLE_PIPELINE_V2_OPT OFF
)
device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instance.cpp
)
if
(
ENABLE_PIPELINE_V2_OPT
)
list
(
APPEND GEMM_INSTANCES device_gemm_xdl_c_shuffle_fp8_fp8_fp8_mk_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_fp8_fp8_fp8_mk_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_fp8_fp8_fp8_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_fp8_fp8_fp8_km_nk_mn_instance.cpp
)
add_instance_library
(
device_gemm_instance
${
GEMM_INSTANCES
}
)
set
(
ENABLE_PIPELINE_V2_OPT OFF
)
if
(
ENABLE_PIPELINE_V2_OPT
)
set
(
MAX_ILP_OPTS
set
(
MAX_ILP_OPTS
-mllvm
-mllvm
-amdgpu-enable-max-ilp-scheduling-strategy
-amdgpu-enable-max-ilp-scheduling-strategy
...
@@ -143,5 +128,5 @@ if(DTYPES MATCHES "fp16" OR NOT DEFINED DTYPES)
...
@@ -143,5 +128,5 @@ if(DTYPES MATCHES "fp16" OR NOT DEFINED DTYPES)
set_source_files_properties
(
device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
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_OPTIONS
"
${
MAX_ILP_OPTS
}
"
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
;
${
IGLP_OPT_DEFS
}
"
)
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
;
${
IGLP_OPT_DEFS
}
"
)
endif
(
ENABLE_PIPELINE_V2_OPT
)
endif
(
ENABLE_PIPELINE_V2_OPT
)
endif
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instance.cpp
View file @
8ed29492
...
@@ -35,26 +35,26 @@ using device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instances = std::tuple<
...
@@ -35,26 +35,26 @@ using device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instances = std::tuple<
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| Order| | |
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| Order| | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// MPerBlock=128, NPerBlock=128
// MPerBlock=128, NPerBlock=128
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
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F16
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,
PassThrough
,
PassThrough
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DeviceGemmDl
<
F16
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PassThrough
,
PassThrough
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DeviceGemmDl
<
F16
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DeviceGemmDl
<
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PassThrough
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DeviceGemmDl
<
F16
,
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,
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,
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,
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Row
,
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,
PassThrough
,
PassThrough
,
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,
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,
// MPerBlock=64, NPerBlock=64
// MPerBlock=64, NPerBlock=64
DeviceGemmDl
<
F16
,
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,
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DeviceGemmDl
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4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=16, NPerBlock=64
// MPerBlock=16, NPerBlock=64
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
16
,
64
,
16
,
2
,
1
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
16
,
64
,
16
,
2
,
1
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=16
// MPerBlock=64, NPerBlock=16
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
16
,
16
,
2
,
4
,
1
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
16
,
16
,
2
,
4
,
1
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=64
// MPerBlock=8, NPerBlock=64
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
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// MPerBlock=64, NPerBlock=8
// MPerBlock=64, NPerBlock=8
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// MPerBlock=8, NPerBlock=8
// MPerBlock=8, NPerBlock=8
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// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instance.cpp
View file @
8ed29492
...
@@ -35,26 +35,26 @@ using device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instances = std::tuple<
...
@@ -35,26 +35,26 @@ using device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instances = std::tuple<
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// MPerBlock=128, NPerBlock=128
// MPerBlock=128, NPerBlock=128
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,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
128
,
16
,
2
,
4
,
4
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
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1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
1
,
2
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
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0
,
3
>
,
S
<
1
,
2
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0
,
3
>
,
S
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4
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1
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1
,
2
>
,
S
<
1
,
2
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0
,
3
>
,
S
<
1
,
1
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1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
128
,
16
,
2
,
4
,
4
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
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1
,
2
>
,
S
<
0
,
3
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1
,
2
>
,
S
<
1
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1
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1
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3
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1
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2
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1
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1
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4
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2
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,
S
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8
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1
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1
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2
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S
<
2
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1
,
128
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1
>
,
S
<
1
,
2
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0
,
3
>
,
S
<
1
,
2
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0
,
3
>
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S
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1
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1
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2
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S
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1
,
2
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0
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3
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,
S
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1
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1
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1
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2
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,
S
<
0
,
1
,
2
,
3
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4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
128
,
16
,
2
,
4
,
4
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
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,
S
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2
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1
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4
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2
>
,
S
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1
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32
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1
>
,
S
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0
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3
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2
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3
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1
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1
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S
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2
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1
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128
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1
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<
1
,
2
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0
,
3
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S
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1
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2
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0
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3
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4
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1
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1
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2
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1
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2
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0
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3
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1
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1
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1
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2
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,
S
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0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
128
,
16
,
2
,
4
,
4
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
2
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1
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4
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2
>
,
S
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8
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1
,
32
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1
>
,
S
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0
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3
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1
,
2
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,
S
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0
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3
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1
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2
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1
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1
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1
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1
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,
S
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0
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3
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1
,
2
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,
S
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1
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1
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4
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2
>
,
S
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8
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1
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1
,
2
>
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S
<
2
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1
,
128
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1
>
,
S
<
1
,
2
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0
,
3
>
,
S
<
1
,
2
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0
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3
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S
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4
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1
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1
,
2
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S
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1
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2
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0
,
3
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S
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1
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1
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1
,
2
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,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=64
// MPerBlock=64, NPerBlock=64
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
4
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2
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,
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0
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1
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2
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3
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5
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,
5
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1
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,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
4
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2
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4
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0
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1
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2
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3
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5
>
,
5
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1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
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4
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1
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S
<
2
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4
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S
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2
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4
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0
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5
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,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
2
,
4
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,
S
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2
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4
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1
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4
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0
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,
5
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1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
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64
,
8
,
2
,
4
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4
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1
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S
<
4
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2
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,
S
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1
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2
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3
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1
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S
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0
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1
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2
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3
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4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
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1
>
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2
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1
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4
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1
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16
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3
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1
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2
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3
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1
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3
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1
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1
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4
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1
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2
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S
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2
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1
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32
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S
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1
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2
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0
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3
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1
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2
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3
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1
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1
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1
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2
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0
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3
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1
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1
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1
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S
<
0
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1
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2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=16, NPerBlock=64
// MPerBlock=16, NPerBlock=64
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
16
,
64
,
16
,
2
,
1
,
4
,
1
,
S
<
2
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4
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0
,
1
,
2
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3
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4
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5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
16
,
64
,
16
,
2
,
1
,
4
,
1
,
S
<
2
,
4
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,
S
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2
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4
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1
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1
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4
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1
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4
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0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=16
// MPerBlock=64, NPerBlock=16
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
16
,
16
,
2
,
4
,
1
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
16
,
16
,
2
,
4
,
1
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=64
// MPerBlock=8, NPerBlock=64
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=8
// MPerBlock=64, NPerBlock=8
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
4
,
1
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
4
,
1
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=8
// MPerBlock=8, NPerBlock=8
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
8
,
8
,
8
,
4
,
2
,
2
,
1
,
1
,
S
<
2
,
1
>
,
S
<
4
,
1
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
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// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
View file @
8ed29492
...
@@ -35,26 +35,26 @@ using device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instances = std::tuple<
...
@@ -35,26 +35,26 @@ using device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instances = std::tuple<
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// MPerBlock=128, NPerBlock=128
// MPerBlock=128, NPerBlock=128
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// MPerBlock=64, NPerBlock=64
// MPerBlock=64, NPerBlock=64
DeviceGemmDl
<
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S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
2
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=16, NPerBlock=64
// MPerBlock=16, NPerBlock=64
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
16
,
64
,
16
,
2
,
1
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
16
,
64
,
16
,
2
,
1
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=16
// MPerBlock=64, NPerBlock=16
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
16
,
16
,
2
,
4
,
1
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
16
,
16
,
2
,
4
,
1
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=64
// MPerBlock=8, NPerBlock=64
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
8
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
8
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
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// MPerBlock=64, NPerBlock=8
// MPerBlock=64, NPerBlock=8
DeviceGemmDl
<
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// MPerBlock=8, NPerBlock=8
// MPerBlock=8, NPerBlock=8
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// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instance.cpp
View file @
8ed29492
...
@@ -32,36 +32,36 @@ using device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instances = std::tuple<
...
@@ -32,36 +32,36 @@ using device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instances = std::tuple<
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// MPerBlock=128, NPerBlock=128
// MPerBlock=128, NPerBlock=128
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,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
128
,
128
,
128
,
16
,
4
,
4
,
8
,
1
,
S
<
4
,
4
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
128
,
128
,
128
,
16
,
4
,
4
,
8
,
1
,
S
<
4
,
4
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
128
,
128
,
128
,
16
,
4
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
128
,
128
,
128
,
16
,
4
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=128, NPerBlock=64
// MPerBlock=128, NPerBlock=64
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=128
// MPerBlock=64, NPerBlock=128
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=64
// MPerBlock=64, NPerBlock=64
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
8
,
1
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
8
,
1
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
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0
,
3
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1
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2
>
,
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<
1
,
1
,
4
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4
>
,
S
<
2
,
1
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4
,
4
>
,
S
<
4
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1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=32, NPerBlock=32
// MPerBlock=32, NPerBlock=32
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
2
,
4
,
1
,
S
<
4
,
2
>
,
S
<
2
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
2
,
4
,
1
,
S
<
4
,
2
>
,
S
<
2
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
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0
,
3
,
1
,
2
>
,
S
<
1
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1
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4
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4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
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1
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8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=16, NPerBlock=16
// MPerBlock=16, NPerBlock=16
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
4
,
2
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
2
>
,
S
<
4
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
4
,
2
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
2
>
,
S
<
4
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
4
,
2
,
2
,
1
,
S
<
4
,
1
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
4
,
2
,
2
,
1
,
S
<
4
,
1
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
4
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=64
// MPerBlock=8, NPerBlock=64
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
4
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
4
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=8
// MPerBlock=64, NPerBlock=8
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
4
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
4
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=8
// MPerBlock=8, NPerBlock=8
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
8
,
8
,
8
,
4
,
4
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
2
,
1
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
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int8_t
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// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instance.cpp
View file @
8ed29492
...
@@ -32,36 +32,36 @@ using device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instances = std::tuple<
...
@@ -32,36 +32,36 @@ using device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instances = std::tuple<
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// MPerBlock=128, NPerBlock=128
// MPerBlock=128, NPerBlock=128
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int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
128
,
128
,
128
,
16
,
4
,
4
,
8
,
1
,
S
<
4
,
4
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
2
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
128
,
128
,
128
,
16
,
4
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
2
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
128
,
128
,
128
,
16
,
4
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
2
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=128, NPerBlock=64
// MPerBlock=128, NPerBlock=64
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=128
// MPerBlock=64, NPerBlock=128
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=64
// MPerBlock=64, NPerBlock=64
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
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0
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3
,
1
,
2
>
,
S
<
1
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1
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1
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1
>
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0
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3
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1
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2
>
,
S
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1
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1
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4
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4
>
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S
<
4
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1
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2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
8
,
1
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
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0
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3
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1
,
2
>
,
S
<
1
,
1
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4
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1
>
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0
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3
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1
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2
>
,
S
<
1
,
1
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4
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4
>
,
S
<
4
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1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
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0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
8
,
1
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
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0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
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,
3
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1
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2
>
,
S
<
1
,
1
,
4
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4
>
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<
4
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1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=32, NPerBlock=32
// MPerBlock=32, NPerBlock=32
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
2
,
4
,
1
,
S
<
4
,
2
>
,
S
<
2
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
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<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
2
,
4
,
1
,
S
<
4
,
2
>
,
S
<
2
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
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1
>
,
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<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
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4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
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0
,
3
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1
,
2
>
,
S
<
1
,
1
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4
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4
>
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S
<
4
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1
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2
,
4
>
,
S
<
2
,
1
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16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
4
,
2
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=16, NPerBlock=16
// MPerBlock=16, NPerBlock=16
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
2
,
2
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
2
,
2
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
2
,
2
,
2
,
1
,
S
<
4
,
1
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
2
,
2
,
2
,
1
,
S
<
4
,
1
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=64
// MPerBlock=8, NPerBlock=64
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=8
// MPerBlock=64, NPerBlock=8
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=8
// MPerBlock=8, NPerBlock=8
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
8
,
8
,
8
,
4
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
2
,
1
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
8
,
8
,
8
,
4
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
2
,
1
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
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<
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PassThrough
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,
8
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DeviceGemmDl
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int8_t
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PassThrough
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int8_t
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// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instance.cpp
View file @
8ed29492
...
@@ -32,36 +32,36 @@ using device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instances = std::tuple<
...
@@ -32,36 +32,36 @@ using device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instances = std::tuple<
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | Operation| Operation| Operation| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// #########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// MPerBlock=128, NPerBlock=128
// MPerBlock=128, NPerBlock=128
DeviceGemmDl
<
int8_t
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int32_t
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PassThrough
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,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
128
,
128
,
128
,
16
,
4
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
2
,
4
>
,
S
<
8
,
1
,
2
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
128
,
128
,
128
,
16
,
4
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
2
,
4
>
,
S
<
8
,
1
,
2
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
8
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=128, NPerBlock=64
// MPerBlock=128, NPerBlock=64
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
128
,
64
,
16
,
4
,
4
,
2
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=128
// MPerBlock=64, NPerBlock=128
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
4
,
4
>
,
S
<
4
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
256
,
64
,
128
,
16
,
4
,
2
,
4
,
1
,
S
<
2
,
8
>
,
S
<
2
,
8
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
64
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
8
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=64
// MPerBlock=64, NPerBlock=64
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
2
,
4
>
,
S
<
2
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
8
,
1
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
8
,
1
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
64
,
8
,
4
,
4
,
4
,
1
,
S
<
4
,
2
>
,
S
<
8
,
1
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=32, NPerBlock=32
// MPerBlock=32, NPerBlock=32
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
2
,
4
,
1
,
S
<
4
,
2
>
,
S
<
2
,
2
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
2
,
4
,
1
,
S
<
4
,
2
>
,
S
<
2
,
2
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
4
,
2
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
32
,
32
,
32
,
8
,
4
,
4
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
4
>
,
S
<
4
,
1
,
2
,
4
>
,
S
<
2
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
2
,
1
,
4
,
4
>
,
S
<
4
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
4
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=16, NPerBlock=16
// MPerBlock=16, NPerBlock=16
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
2
,
2
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
2
,
2
,
2
,
1
,
S
<
2
,
2
>
,
S
<
2
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
2
,
2
,
2
,
1
,
S
<
4
,
1
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
16
,
16
,
16
,
16
,
2
,
2
,
2
,
1
,
S
<
4
,
1
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=64
// MPerBlock=8, NPerBlock=64
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=64, NPerBlock=8
// MPerBlock=64, NPerBlock=8
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
32
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
// MPerBlock=8, NPerBlock=8
// MPerBlock=8, NPerBlock=8
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
8
,
8
,
8
,
4
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
2
,
1
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
8
,
8
,
8
,
4
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
2
,
1
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDl
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
8
,
8
,
8
,
4
,
2
,
1
,
2
,
1
,
S
<
1
,
4
>
,
S
<
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
1
,
8
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
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// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/CMakeLists.txt
View file @
8ed29492
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_gemm_add_add_fastgelu_instance
add_instance_library
(
device_gemm_add_add_fastgelu_instance
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn_mn_instance.cpp
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn_mn_instance.cpp
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn_mn_instance.cpp
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn_mn_instance.cpp
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn_mn_instance.cpp
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn_mn_instance.cpp
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn_mn_instance.cpp
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn_mn_instance.cpp
)
)
endif
()
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/CMakeLists.txt
View file @
8ed29492
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_gemm_add_fastgelu_instance
add_instance_library
(
device_gemm_add_fastgelu_instance
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instance.cpp
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instance.cpp
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instance.cpp
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instance.cpp
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_instance.cpp
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_instance.cpp
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instance.cpp
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instance.cpp
)
)
endif
()
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/CMakeLists.txt
View file @
8ed29492
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_gemm_add_relu_add_layernorm_instance
add_instance_library
(
device_gemm_add_relu_add_layernorm_instance
device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_kn_mn_mn_mn_instance.cpp
device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_kn_mn_mn_mn_instance.cpp
device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_nk_mn_mn_mn_instance.cpp
device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_nk_mn_mn_mn_instance.cpp
device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_kn_mn_mn_mn_instance.cpp
device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_kn_mn_mn_mn_instance.cpp
device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_nk_mn_mn_mn_instance.cpp
device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_nk_mn_mn_mn_instance.cpp
)
)
endif
()
library/src/tensor_operation_instance/gpu/gemm_bilinear/CMakeLists.txt
View file @
8ed29492
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_gemm_bilinear_instance
add_instance_library
(
device_gemm_bilinear_instance
device_gemm_bilinear_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instance.cpp
device_gemm_bilinear_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instance.cpp
device_gemm_bilinear_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instance.cpp
device_gemm_bilinear_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instance.cpp
...
@@ -9,4 +8,3 @@ add_instance_library(device_gemm_bilinear_instance
...
@@ -9,4 +8,3 @@ add_instance_library(device_gemm_bilinear_instance
device_gemm_bilinear_wmma_c_shuffle_i8_i8_i8_i8_mk_kn_mn_mn_instance.cpp
device_gemm_bilinear_wmma_c_shuffle_i8_i8_i8_i8_mk_kn_mn_mn_instance.cpp
device_gemm_bilinear_wmma_c_shuffle_i8_i8_i8_i8_mk_nk_mn_mn_instance.cpp
device_gemm_bilinear_wmma_c_shuffle_i8_i8_i8_i8_mk_nk_mn_mn_instance.cpp
)
)
endif
()
library/src/tensor_operation_instance/gpu/gemm_fastgelu/CMakeLists.txt
View file @
8ed29492
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_gemm_fastgelu_instance
add_instance_library
(
device_gemm_fastgelu_instance
device_gemm_fastgelu_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
device_gemm_fastgelu_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
device_gemm_fastgelu_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
device_gemm_fastgelu_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
device_gemm_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
device_gemm_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
device_gemm_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
device_gemm_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
)
)
endif
()
library/src/tensor_operation_instance/gpu/gemm_multiply_add/CMakeLists.txt
View file @
8ed29492
set
(
GEMM_MULTIPLY_ADD_INSTANCES
)
set
(
GEMM_MULTIPLY_ADD_INSTANCES
)
list
(
APPEND GEMM_MULTIPLY_ADD_INSTANCES device_gemm_multiply_add_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn_mn_instance.cpp
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
device_gemm_multiply_add_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn_mn_instance.cpp
list
(
APPEND GEMM_MULTIPLY_ADD_INSTANCES device_gemm_multiply_add_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn_mn_instance.cpp
)
device_gemm_multiply_add_xdl_c_shuffle_f16_f8_f32_f32_f16_mk_kn_mn_mn_mn_instance.cpp
list
(
APPEND GEMM_MULTIPLY_ADD_INSTANCES device_gemm_multiply_add_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn_mn_instance.cpp
)
device_gemm_multiply_add_xdl_c_shuffle_f16_f8_f32_f32_f16_mk_nk_mn_mn_mn_instance.cpp
)
endif
()
if
((
DTYPES MATCHES
"fp16"
AND DTYPES MATCHES
"fp8"
)
OR NOT DEFINED DTYPES
)
list
(
APPEND GEMM_MULTIPLY_ADD_INSTANCES device_gemm_multiply_add_xdl_c_shuffle_f16_f8_f32_f32_f16_mk_kn_mn_mn_mn_instance.cpp
)
list
(
APPEND GEMM_MULTIPLY_ADD_INSTANCES device_gemm_multiply_add_xdl_c_shuffle_f16_f8_f32_f32_f16_mk_nk_mn_mn_mn_instance.cpp
)
endif
()
add_instance_library
(
device_gemm_multiply_add_instance
${
GEMM_MULTIPLY_ADD_INSTANCES
}
)
add_instance_library
(
device_gemm_multiply_add_instance
${
GEMM_MULTIPLY_ADD_INSTANCES
}
)
library/src/tensor_operation_instance/gpu/gemm_splitk/CMakeLists.txt
View file @
8ed29492
set
(
GEMM_SPLITK_INSTANCES
)
set
(
GEMM_SPLITK_INSTANCES
)
if
(
DTYPES MATCHES
"fp32"
OR NOT DEFINED DTYPES
)
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn_instance.cpp
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn_instance.cpp
)
device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn_instance.cpp
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn_instance.cpp
)
device_gemm_xdl_splitk_f32_f32_f32_km_kn_mn_instance.cpp
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f32_f32_f32_km_kn_mn_instance.cpp
)
device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn_instance.cpp
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn_instance.cpp
)
device_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_instance.cpp
endif
()
device_gemm_xdl_splitk_f16_f16_f16_mk_nk_mn_instance.cpp
device_gemm_xdl_splitk_f16_f16_f16_km_kn_mn_instance.cpp
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
device_gemm_xdl_splitk_f16_f16_f16_km_nk_mn_instance.cpp
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_instance.cpp
)
device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instance.cpp
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f16_f16_f16_mk_nk_mn_instance.cpp
)
device_gemm_xdl_splitk_f8_f16_f16_mk_nk_mn_instance.cpp
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f16_f16_f16_km_kn_mn_instance.cpp
)
device_gemm_xdl_splitk_f8_f16_f16_km_kn_mn_instance.cpp
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f16_f16_f16_km_nk_mn_instance.cpp
)
device_gemm_xdl_splitk_f8_f16_f16_km_nk_mn_instance.cpp
endif
()
device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instance.cpp
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instance.cpp
if
((
DTYPES MATCHES
"fp16"
AND DTYPES MATCHES
"fp8"
)
OR NOT DEFINED DTYPES
)
device_gemm_xdl_splitk_f16_f8_f16_km_kn_mn_instance.cpp
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instance.cpp
)
device_gemm_xdl_splitk_f16_f8_f16_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f8_f16_f16_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f8_f16_f16_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f8_f16_f16_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instance.cpp
)
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f16_f8_f16_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_SPLITK_INSTANCES device_gemm_xdl_splitk_f16_f8_f16_km_nk_mn_instance.cpp
)
endif
()
add_instance_library
(
device_gemm_splitk_instance
${
GEMM_SPLITK_INSTANCES
}
)
add_instance_library
(
device_gemm_splitk_instance
${
GEMM_SPLITK_INSTANCES
}
)
library/src/tensor_operation_instance/gpu/gemm_streamk/CMakeLists.txt
View file @
8ed29492
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_gemm_streamk_instance
add_instance_library
(
device_gemm_streamk_instance
# device_gemm_xdl_streamk_f32_f32_f32_mk_kn_mn_instance.cpp
# device_gemm_xdl_streamk_f32_f32_f32_mk_kn_mn_instance.cpp
# device_gemm_xdl_streamk_f32_f32_f32_mk_nk_mn_instance.cpp
# device_gemm_xdl_streamk_f32_f32_f32_mk_nk_mn_instance.cpp
...
@@ -9,4 +8,3 @@ add_instance_library(device_gemm_streamk_instance
...
@@ -9,4 +8,3 @@ add_instance_library(device_gemm_streamk_instance
# device_gemm_xdl_streamk_f16_f16_f16_km_kn_mn_instance.cpp
# device_gemm_xdl_streamk_f16_f16_f16_km_kn_mn_instance.cpp
# device_gemm_xdl_streamk_f16_f16_f16_km_nk_mn_instance.cpp
# device_gemm_xdl_streamk_f16_f16_f16_km_nk_mn_instance.cpp
)
)
endif
()
library/src/tensor_operation_instance/gpu/grouped_gemm/CMakeLists.txt
View file @
8ed29492
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_grouped_gemm_instance
add_instance_library
(
device_grouped_gemm_instance
device_grouped_gemm_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
device_grouped_gemm_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
device_grouped_gemm_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
device_grouped_gemm_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
...
@@ -9,4 +8,3 @@ add_instance_library(device_grouped_gemm_instance
...
@@ -9,4 +8,3 @@ add_instance_library(device_grouped_gemm_instance
device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
)
)
endif
()
library/src/tensor_operation_instance/gpu/grouped_gemm_fastgelu/CMakeLists.txt
View file @
8ed29492
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_grouped_gemm_fastgelu_instance
add_instance_library
(
device_grouped_gemm_fastgelu_instance
device_grouped_gemm_fastgelu_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
device_grouped_gemm_fastgelu_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
device_grouped_gemm_fastgelu_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
device_grouped_gemm_fastgelu_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
device_grouped_gemm_fastgelu_xdl_f16_f16_f16_km_kn_mn_instance.cpp
device_grouped_gemm_fastgelu_xdl_f16_f16_f16_km_kn_mn_instance.cpp
device_grouped_gemm_fastgelu_xdl_f16_f16_f16_km_nk_mn_instance.cpp
device_grouped_gemm_fastgelu_xdl_f16_f16_f16_km_nk_mn_instance.cpp
)
)
endif
()
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk/CMakeLists.txt
0 → 100644
View file @
8ed29492
add_instance_library
(
device_grouped_gemm_fixed_nk_instance
device_grouped_gemm_xdl_fixed_nk_f16_f16_f16_mk_kn_mn_instance.cpp
device_grouped_gemm_xdl_fixed_nk_f16_f16_f16_mk_nk_mn_instance.cpp
device_grouped_gemm_xdl_fixed_nk_f16_f8_f16_mk_kn_mn_instance.cpp
device_grouped_gemm_xdl_fixed_nk_f16_f8_f16_mk_nk_mn_instance.cpp
device_grouped_gemm_xdl_fixed_nk_f16_i8_f16_mk_kn_mn_instance.cpp
device_grouped_gemm_xdl_fixed_nk_f16_i8_f16_mk_nk_mn_instance.cpp
)
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk/device_grouped_gemm_xdl_fixed_nk_f16_f16_f16_mk_kn_mn_instance.cpp
0 → 100644
View file @
8ed29492
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_xdl_fixed_nk.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
DsDataType
=
ck
::
Tuple
<>
;
using
DsLayout
=
ck
::
Tuple
<>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
using
device_grouped_gemm_xdl_fixed_nk_f16_f16_f16_mk_kn_mn_irregular_tile_instances
=
std
::
tuple
<
// clang-format off
//############################| A| B| Ds| E| AData| BData| AccData| CShuffle| DsData| EData| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//############################| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| Type| Type| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
//############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
16
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Fixed_NK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
F32
,
F32
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
// clang-format on
>
;
void
add_device_grouped_gemm_xdl_fixed_nk_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmFixedNK
<
Row
,
Row
,
DsLayout
,
Row
,
F16
,
F16
,
DsDataType
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_f16_f16_f16_mk_kn_mn_irregular_tile_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
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