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gaoqiong
composable_kernel
Commits
b93575ca
Commit
b93575ca
authored
Aug 28, 2023
by
Jing Zhang
Browse files
merge develop
parents
54df59bf
c8a8385f
Changes
352
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Showing
20 changed files
with
298 additions
and
45 deletions
+298
-45
library/src/tensor_operation_instance/gpu/conv2d_fwd/device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_instance.cpp
...wd/device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_instance.cpp
+2
-1
library/src/tensor_operation_instance/gpu/elementwise_normalization/CMakeLists.txt
...ion_instance/gpu/elementwise_normalization/CMakeLists.txt
+2
-0
library/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
...ary/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
+38
-31
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_dpp8_f16_f16_f16_km_kn_mn_instance.cpp
...emm/device_gemm_dl_dpp8_f16_f16_f16_km_kn_mn_instance.cpp
+61
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_dpp8_f16_f16_f16_km_nk_mn_instance.cpp
...emm/device_gemm_dl_dpp8_f16_f16_f16_km_nk_mn_instance.cpp
+61
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_dpp8_f16_f16_f16_mk_kn_mn_instance.cpp
...emm/device_gemm_dl_dpp8_f16_f16_f16_mk_kn_mn_instance.cpp
+60
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_dpp8_f16_f16_f16_mk_nk_mn_instance.cpp
...emm/device_gemm_dl_dpp8_f16_f16_f16_mk_nk_mn_instance.cpp
+61
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_kn_mn_instance.cpp
...ce/gpu/gemm/device_gemm_dl_i8_i8_i8_km_kn_mn_instance.cpp
+1
-1
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
+1
-1
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_nk_mn_instance.cpp
...ce/gpu/gemm/device_gemm_dl_i8_i8_i8_km_nk_mn_instance.cpp
+1
-1
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
+1
-1
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_kn_mn_instance.cpp
...ce/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_kn_mn_instance.cpp
+1
-1
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
+1
-1
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_nk_mn_instance.cpp
...ce/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_nk_mn_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_nk_mn_irregular_instance.cpp
...m/device_gemm_dl_i8_i8_i8_mk_nk_mn_irregular_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_i8_i8_i8_km_kn_mn_instance.cpp
.../device_gemm_xdl_c_shuffle_i8_i8_i8_km_kn_mn_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_i8_i8_i8_km_nk_mn_instance.cpp
.../device_gemm_xdl_c_shuffle_i8_i8_i8_km_nk_mn_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_i8_i8_i8_mk_kn_mn_instance.cpp
.../device_gemm_xdl_c_shuffle_i8_i8_i8_mk_kn_mn_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_i8_i8_i8_mk_nk_mn_instance.cpp
.../device_gemm_xdl_c_shuffle_i8_i8_i8_mk_nk_mn_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp
...f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp
+1
-1
No files found.
library/src/tensor_operation_instance/gpu/conv2d_fwd/device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/impl/device_conv2d_fwd_xdl_nhwc_kyxc_nhwk.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
@@ -123,3 +123,4 @@ void add_device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_instances(
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
#endif
library/src/tensor_operation_instance/gpu/elementwise_normalization/CMakeLists.txt
View file @
b93575ca
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
add_instance_library
(
device_elementwise_normalization_instance
device_elementwise_normalization_f16_instance.cpp
)
endif
()
library/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
View file @
b93575ca
...
...
@@ -31,6 +31,10 @@ if(DTYPES MATCHES "fp16" OR NOT DEFINED DTYPES)
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_dl_dpp8_f16_f16_f16_km_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_dpp8_f16_f16_f16_km_nk_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_dpp8_f16_f16_f16_mk_kn_mn_instance.cpp
)
list
(
APPEND GEMM_INSTANCES device_gemm_dl_dpp8_f16_f16_f16_mk_nk_mn_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
)
...
...
@@ -95,36 +99,39 @@ endif()
add_instance_library
(
device_gemm_instance
${
GEMM_INSTANCES
}
)
set
(
ENABLE_PIPELINE_V2_OPT OFF
)
if
(
ENABLE_PIPELINE_V2_OPT
)
set
(
MAX_ILP_OPTS
-mllvm
-amdgpu-enable-max-ilp-scheduling-strategy
)
set
(
WAVES_PER_EU_DEFS
CK_USE_WAVES_PER_EU=1
CK_MIN_WAVES_PER_EU=1
CK_MAX_WAVES_PER_EU=1
)
set
(
IGLP_OPT_DEFS
CK_EXPERIMENTAL_PIPELINE_V2_IGLP_OPT=1
)
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
set
(
ENABLE_PIPELINE_V2_OPT OFF
)
if
(
ENABLE_PIPELINE_V2_OPT
)
set
(
MAX_ILP_OPTS
-mllvm
-amdgpu-enable-max-ilp-scheduling-strategy
)
set
(
WAVES_PER_EU_DEFS
CK_USE_WAVES_PER_EU=1
CK_MIN_WAVES_PER_EU=1
CK_MAX_WAVES_PER_EU=1
)
set
(
IGLP_OPT_DEFS
CK_EXPERIMENTAL_PIPELINE_V2_IGLP_OPT=1
)
# layout=NT
set_source_files_properties
(
device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS
";;"
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
;
${
IGLP_OPT_DEFS
}
"
)
# layout=NN
set_source_files_properties
(
device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS
"
${
MAX_ILP_OPTS
}
"
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
;
${
IGLP_OPT_DEFS
}
"
)
# layout=TT
set_source_files_properties
(
device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS
"
${
MAX_ILP_OPTS
}
"
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
"
)
# layout=TN
set_source_files_properties
(
device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS
"
${
MAX_ILP_OPTS
}
"
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
;
${
IGLP_OPT_DEFS
}
"
)
endif
(
ENABLE_PIPELINE_V2_OPT
)
# layout=NT
set_source_files_properties
(
device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS
";;"
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
;
${
IGLP_OPT_DEFS
}
"
)
# layout=NN
set_source_files_properties
(
device_gemm_xdl_f16_f16_f16/km_nk_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS
"
${
MAX_ILP_OPTS
}
"
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
;
${
IGLP_OPT_DEFS
}
"
)
# layout=TT
set_source_files_properties
(
device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS
";;"
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
;
${
IGLP_OPT_DEFS
}
"
)
# layout=TN
set_source_files_properties
(
device_gemm_xdl_f16_f16_f16/mk_nk_mn_default_pipeline_v2_opt_instance.cpp PROPERTIES
COMPILE_OPTIONS
"
${
MAX_ILP_OPTS
}
"
COMPILE_DEFINITIONS
"
${
WAVES_PER_EU_DEFS
}
;
${
IGLP_OPT_DEFS
}
"
)
endif
(
ENABLE_PIPELINE_V2_OPT
)
endif
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_dpp8_f16_f16_f16_km_kn_mn_instance.cpp
0 → 100644
View file @
b93575ca
// 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_gemm_dl_dpp8.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
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_gemm_dl_dpp8_f16_f16_f16_km_kn_mn_instances
=
std
::
tuple
<
// clang-format off
// ##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| M1Per| N1Per| KPer| M11N11Thread| M11N11Thread| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| CThreadTransfer| CThreadTransfer| CThreadTransfer|
// ##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Specialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ##########| | | | | | | | 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| | |
// ##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
8
,
8
,
8
,
4
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
1
,
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
<
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
32
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
4
,
1
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
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
,
2
,
2
>
,
S
<
16
,
1
,
2
,
2
>
,
S
<
1
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
32
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
4
,
1
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
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
,
2
,
2
>
,
S
<
4
,
1
,
8
,
2
>
,
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
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
8
,
1
>
,
S
<
1
,
1
,
2
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
64
,
64
,
8
,
2
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
4
,
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
16
,
2
,
8
,
1
,
1
,
S
<
1
,
1
>
,
S
<
8
,
8
>
,
S
<
1
,
1
,
2
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
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
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
64
,
64
,
16
,
2
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
8
,
1
>
,
S
<
2
,
1
,
4
,
2
>
,
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
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
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
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
128
,
64
,
16
,
2
,
1
,
8
,
8
,
S
<
4
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
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
,
2
>
,
S
<
2
,
1
,
4
,
2
>
,
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
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
128
,
128
,
8
,
2
,
1
,
8
,
8
,
S
<
8
,
8
>
,
S
<
4
,
1
>
,
S
<
1
,
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
<
1
,
1
,
4
,
2
>
,
S
<
1
,
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
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
128
,
128
,
16
,
2
,
4
,
8
,
8
,
S
<
2
,
8
>
,
S
<
16
,
1
>
,
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
<
1
,
1
,
4
,
2
>
,
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
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
// clang-format on
>
;
void
add_device_gemm_dl_dpp8_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_dl_dpp8_f16_f16_f16_km_kn_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_dpp8_f16_f16_f16_km_nk_mn_instance.cpp
0 → 100644
View file @
b93575ca
// 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_gemm_dl_dpp8.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
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_gemm_dl_dpp8_f16_f16_f16_km_nk_mn_instances
=
std
::
tuple
<
// clang-format off
// ##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| M1Per| N1Per| KPer| M11N11Thread| M11N11Thread| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| CThreadTransfer| CThreadTransfer| CThreadTransfer|
// ##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Specialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ##########| | | | | | | | 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| | |
// ##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
8
,
8
,
8
,
4
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
1
,
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
32
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
4
,
1
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
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
,
2
,
2
>
,
S
<
16
,
1
,
2
,
2
>
,
S
<
1
,
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
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
32
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
4
,
1
>
,
S
<
1
,
1
,
4
,
2
>
,
S
<
16
,
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
,
2
,
2
>
,
S
<
4
,
1
,
8
,
2
>
,
S
<
4
,
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
8
,
1
>
,
S
<
1
,
1
,
2
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
64
,
64
,
8
,
2
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
4
,
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
<
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
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
16
,
2
,
8
,
1
,
1
,
S
<
1
,
1
>
,
S
<
8
,
8
>
,
S
<
1
,
1
,
2
,
2
>
,
S
<
16
,
1
,
4
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
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
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
64
,
64
,
16
,
2
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
8
,
1
>
,
S
<
2
,
1
,
4
,
2
>
,
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
,
2
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
4
,
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
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
128
,
64
,
16
,
2
,
1
,
8
,
8
,
S
<
4
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
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
,
2
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
4
,
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
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
128
,
128
,
8
,
2
,
1
,
8
,
8
,
S
<
8
,
8
>
,
S
<
4
,
1
>
,
S
<
1
,
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
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
2
,
1
,
128
,
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
128
,
128
,
16
,
2
,
4
,
8
,
8
,
S
<
2
,
8
>
,
S
<
16
,
1
>
,
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
<
1
,
1
,
4
,
2
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
4
,
1
,
64
,
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
,
4
>
// clang-format on
>
;
void
add_device_gemm_dl_dpp8_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_dl_dpp8_f16_f16_f16_km_nk_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_dpp8_f16_f16_f16_mk_kn_mn_instance.cpp
0 → 100644
View file @
b93575ca
// 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_gemm_dl_dpp8.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
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_gemm_dl_dpp8_f16_f16_f16_mk_kn_mn_instances
=
std
::
tuple
<
// clang-format off
// ##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| M1Per| N1Per| KPer| M11N11Thread| M11N11Thread| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| CThreadTransfer| CThreadTransfer| CThreadTransfer|
// ##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Specialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ##########| | | | | | | | 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| | |
// ##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
8
,
8
,
8
,
4
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
1
,
1
>
,
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
<
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
32
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
4
,
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
<
16
,
1
,
2
,
2
>
,
S
<
1
,
1
,
32
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
1
>
,
S
<
0
,
3
,
1
,
2
>
,
S
<
1
,
1
,
2
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
32
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
4
,
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
<
4
,
1
,
8
,
2
>
,
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
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
8
,
1
>
,
S
<
2
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
2
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
64
,
64
,
8
,
2
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
4
,
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
16
,
2
,
8
,
1
,
1
,
S
<
1
,
1
>
,
S
<
8
,
8
>
,
S
<
2
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
2
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
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
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
64
,
64
,
16
,
2
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
8
,
1
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
4
,
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
<
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
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
128
,
64
,
16
,
2
,
1
,
8
,
8
,
S
<
4
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
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
<
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
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
128
,
128
,
8
,
2
,
1
,
8
,
8
,
S
<
8
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
2
,
1
,
128
,
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
<
1
,
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
<
1
,
1
,
4
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
128
,
128
,
16
,
2
,
4
,
8
,
8
,
S
<
2
,
8
>
,
S
<
16
,
1
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
4
,
1
,
64
,
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
<
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
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
// clang-format on
>
;
void
add_device_gemm_dl_dpp8_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_dl_dpp8_f16_f16_f16_mk_kn_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_dpp8_f16_f16_f16_mk_nk_mn_instance.cpp
0 → 100644
View file @
b93575ca
// 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_gemm_dl_dpp8.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
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_gemm_dl_dpp8_f16_f16_f16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
// ##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| M1Per| N1Per| KPer| M11N11Thread| M11N11Thread| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| CThreadTransfer| CThreadTransfer| CThreadTransfer|
// ##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Specialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ##########| | | | | | | | 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| | |
// ##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
8
,
8
,
8
,
4
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
1
,
1
>
,
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
<
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
32
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
4
,
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
<
16
,
1
,
2
,
2
>
,
S
<
1
,
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
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
32
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
4
,
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
<
4
,
1
,
8
,
2
>
,
S
<
4
,
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
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
16
,
2
,
1
,
8
,
1
,
S
<
1
,
8
>
,
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<
8
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>
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1
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8
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0
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3
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2
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1
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2
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1
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S
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,
S
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,
S
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,
S
<
0
,
1
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4
,
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>
,
5
,
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>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
64
,
64
,
8
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4
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8
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1
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<
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32
,
1
>
,
S
<
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,
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4
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,
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S
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S
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32
,
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>
,
S
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,
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1
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,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
16
,
2
,
8
,
1
,
1
,
S
<
1
,
1
>
,
S
<
8
,
8
>
,
S
<
2
,
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1
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,
S
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8
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1
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8
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,
S
<
1
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2
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0
,
3
>
,
S
<
1
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2
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,
3
>
,
S
<
2
,
1
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1
,
2
>
,
S
<
1
,
2
,
0
,
3
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,
S
<
1
,
1
,
1
,
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>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
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,
S
<
1
,
2
,
0
,
3
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,
S
<
1
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1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
64
,
64
,
16
,
2
,
4
,
8
,
1
,
S
<
2
,
8
>
,
S
<
8
,
1
>
,
S
<
4
,
1
,
2
,
2
>
,
S
<
4
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1
,
32
,
1
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,
S
<
1
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2
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0
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3
>
,
S
<
1
,
2
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0
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3
>
,
S
<
4
,
1
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1
,
2
>
,
S
<
1
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2
,
0
,
3
>
,
S
<
1
,
1
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1
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2
>
,
S
<
4
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1
,
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>
,
S
<
4
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
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,
S
<
4
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,
S
<
1
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2
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0
,
3
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,
S
<
1
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1
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1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
128
,
64
,
16
,
2
,
1
,
8
,
8
,
S
<
4
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
4
,
2
>
,
S
<
4
,
1
,
32
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
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0
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3
>
,
S
<
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,
1
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1
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>
,
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4
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S
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4
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,
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<
1
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2
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>
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4
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,
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<
1
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,
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<
1
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>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
128
,
128
,
8
,
2
,
1
,
8
,
8
,
S
<
8
,
8
>
,
S
<
4
,
1
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
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<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
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<
1
,
2
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0
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>
,
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<
1
,
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,
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<
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,
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>
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<
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<
1
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<
1
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,
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<
0
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1
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2
,
3
,
4
,
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>
,
5
,
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>
,
DeviceGemmDlDpp8
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
128
,
128
,
16
,
2
,
4
,
8
,
8
,
S
<
2
,
8
>
,
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<
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,
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,
S
<
4
,
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>
,
S
<
4
,
1
,
64
,
1
>
,
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<
1
,
2
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0
,
3
>
,
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<
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>
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4
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1
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<
1
,
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,
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<
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<
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,
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<
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>
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<
1
,
2
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0
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>
,
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<
4
,
1
,
1
,
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>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
// clang-format on
>
;
void
add_device_gemm_dl_dpp8_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_dl_dpp8_f16_f16_f16_mk_nk_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_kn_mn_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_dl.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_dl.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_nk_mn_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_dl.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_dl.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_kn_mn_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_dl.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_dl.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_nk_mn_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_dl.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_dl_i8_i8_i8_mk_nk_mn_irregular_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_dl.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_i8_i8_i8_km_kn_mn_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_i8_i8_i8_km_nk_mn_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_i8_i8_i8_mk_kn_mn_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_i8_i8_i8_mk_nk_mn_instance.cpp
View file @
b93575ca
...
...
@@ -8,7 +8,7 @@
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#ifdef
__int8__
#ifdef
CK_ENABLE_INT8
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_kn_mn_default_pipeline_v2_opt_instance.cpp
View file @
b93575ca
...
...
@@ -18,7 +18,7 @@ using Instances =
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
64
,
128
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
7
,
1
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
64
,
128
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
7
,
1
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
// clang-format on
>
;
...
...
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