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gaoqiong
composable_kernel_ROCM
Commits
734df790
Commit
734df790
authored
Jan 11, 2024
by
root
Browse files
Add MK-KN FP16 instances.
parent
f9f2cdf9
Changes
6
Hide whitespace changes
Inline
Side-by-side
Showing
6 changed files
with
167 additions
and
24 deletions
+167
-24
include/ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_tile_loop.hpp
...grouped_gemm_multiple_d_splitk_xdl_cshuffle_tile_loop.hpp
+3
-1
library/include/ck/library/tensor_operation_instance/gpu/grouped_gemm_multiple_d.hpp
...tensor_operation_instance/gpu/grouped_gemm_multiple_d.hpp
+15
-0
library/src/tensor_operation_instance/gpu/grouped_gemm_multiple_d/CMakeLists.txt
...ation_instance/gpu/grouped_gemm_multiple_d/CMakeLists.txt
+1
-0
library/src/tensor_operation_instance/gpu/grouped_gemm_multiple_d/device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
..._xdl_cshuffle_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
+125
-0
library/src/tensor_operation_instance/gpu/grouped_gemm_multiple_d/device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
..._xdl_cshuffle_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
+1
-1
profiler/src/profile_grouped_gemm_multiple_d_splitk.cpp
profiler/src/profile_grouped_gemm_multiple_d_splitk.cpp
+22
-22
No files found.
include/ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_tile_loop.hpp
View file @
734df790
...
@@ -956,7 +956,9 @@ struct DeviceGroupedGemmMultipleDSplitKXdlCShuffle
...
@@ -956,7 +956,9 @@ struct DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<<
BBlockTransferSrcScalarPerVector
<<
", "
<<
BBlockTransferSrcScalarPerVector
<<
", "
<<
CShuffleMXdlPerWavePerShuffle
<<
", "
<<
CShuffleMXdlPerWavePerShuffle
<<
", "
<<
CShuffleNXdlPerWavePerShuffle
<<
", "
<<
CShuffleNXdlPerWavePerShuffle
<<
", "
<<
getGemmSpecializationString
(
GemmSpec
)
<<
getGemmSpecializationString
(
GemmSpec
)
<<
", "
<<
PipelineVer
<<
", "
<<
LoopSched
<<
">"
;
<<
">"
;
// clang-format on
// clang-format on
...
...
library/include/ck/library/tensor_operation_instance/gpu/grouped_gemm_multiple_d.hpp
View file @
734df790
...
@@ -30,6 +30,19 @@ void add_device_grouped_gemm_multi_d_splitk_cshuffle_f16_f16_f16_mk_nk_mn_irregu
...
@@ -30,6 +30,19 @@ void add_device_grouped_gemm_multi_d_splitk_cshuffle_f16_f16_f16_mk_nk_mn_irregu
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
PassThrough
>>>&
instances
);
void
add_device_grouped_gemm_multi_d_splitk_cshuffle_f16_f16_f16_mk_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemm
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
template
<
typename
ALayout
,
template
<
typename
ALayout
,
typename
BLayout
,
typename
BLayout
,
typename
ELayout
,
typename
ELayout
,
...
@@ -74,6 +87,8 @@ struct DeviceOperationInstanceFactory<
...
@@ -74,6 +87,8 @@ struct DeviceOperationInstanceFactory<
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
ELayout
,
Row
>
)
is_same_v
<
ELayout
,
Row
>
)
{
{
add_device_grouped_gemm_multi_d_splitk_cshuffle_f16_f16_f16_mk_kn_mn_irregular_instances
(
op_ptrs
);
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
ELayout
,
Row
>
)
is_same_v
<
ELayout
,
Row
>
)
...
...
library/src/tensor_operation_instance/gpu/grouped_gemm_multiple_d/CMakeLists.txt
View file @
734df790
add_instance_library
(
device_grouped_gemm_multiple_d_instance
add_instance_library
(
device_grouped_gemm_multiple_d_instance
device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
)
)
library/src/tensor_operation_instance/gpu/grouped_gemm_multiple_d/device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
0 → 100644
View file @
734df790
// 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_multiple_d_splitk_xdl_cshuffle_tile_loop.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
Empty_Tuple
=
ck
::
Tuple
<>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
using
device_ggemm_md_splitk_xdl_cshuffle_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| PipelineVersion| LoopScheduler|
//#########################################| 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| | |
//#########################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
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
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
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
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
192
,
64
,
32
,
8
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
4
,
64
,
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
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
64
,
192
,
32
,
8
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
4
,
48
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
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
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
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
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
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
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
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
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
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
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
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
,
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8
>
,
8
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PipelineVersion
::
v1
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64
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1
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32
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1
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8
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8
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PipelineVersion
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v1
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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32
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3
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2
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1
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1
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S
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1
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16
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1
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8
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,
8
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PipelineVersion
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v1
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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2
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32
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1
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3
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1
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S
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1
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32
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1
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4
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8
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PipelineVersion
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v1
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LoopScheduler
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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32
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1
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1
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S
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1
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16
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1
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8
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,
8
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PipelineVersion
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v1
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LoopScheduler
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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3
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1
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1
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S
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1
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16
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1
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8
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8
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PipelineVersion
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v1
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LoopScheduler
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Interwave
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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32
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1
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1
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32
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1
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4
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8
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PipelineVersion
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v1
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LoopScheduler
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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S
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1
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32
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1
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4
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8
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PipelineVersion
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v1
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LoopScheduler
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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S
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1
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32
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1
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4
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8
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PipelineVersion
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v1
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LoopScheduler
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Interwave
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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S
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1
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16
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1
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8
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8
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PipelineVersion
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v1
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LoopScheduler
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Interwave
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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S
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1
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32
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1
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4
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8
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PipelineVersion
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v1
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LoopScheduler
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Interwave
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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1
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16
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1
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8
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PipelineVersion
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v1
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Interwave
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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1
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16
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4
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PipelineVersion
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v1
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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PipelineVersion
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v1
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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PipelineVersion
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v1
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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1
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PipelineVersion
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PassThrough
,
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1
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1
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,
8
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PipelineVersion
::
v2
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
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,
32
,
64
,
32
,
8
,
8
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1
,
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,
1
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S
<
1
,
16
,
1
,
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>
,
8
,
PipelineVersion
::
v2
>
// clang-format on
>
;
void
add_device_grouped_gemm_multi_d_splitk_cshuffle_f16_f16_f16_mk_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemm
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_ggemm_md_splitk_xdl_cshuffle_f16_f16_f16_mk_kn_mn_irregular_tile_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/grouped_gemm_multiple_d/device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
View file @
734df790
...
@@ -43,7 +43,7 @@ using device_ggemm_md_splitk_xdl_cshuffle_f16_f16_f16_mk_nk_mn_irregular_tile_in
...
@@ -43,7 +43,7 @@ using device_ggemm_md_splitk_xdl_cshuffle_f16_f16_f16_mk_nk_mn_irregular_tile_in
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
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,
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,
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,
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,
F16
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PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
,
Col
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Empty_Tuple
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,
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PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
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Col
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PipelineVersion
::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
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Col
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Empty_Tuple
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v1
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,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
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v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
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v1
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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::
v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
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v1
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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v1
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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v1
>
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DeviceGroupedGemmMultipleDSplitKXdlCShuffle
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v1
>
,
DeviceGroupedGemmMultipleDSplitKXdlCShuffle
<
Row
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Col
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Empty_Tuple
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Row
,
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S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
PipelineVersion
::
v1
>
,
...
...
profiler/src/profile_grouped_gemm_multiple_d_splitk.cpp
View file @
734df790
...
@@ -91,28 +91,28 @@ int profile_grouped_gemm_multiple_d_splitk(int argc, char* argv[])
...
@@ -91,28 +91,28 @@ int profile_grouped_gemm_multiple_d_splitk(int argc, char* argv[])
const
auto
StrideCs
=
argToIntArray
(
argv
[
13
]);
const
auto
StrideCs
=
argToIntArray
(
argv
[
13
]);
const
int
kbatch
=
argc
==
15
?
std
::
stoi
(
argv
[
14
])
:
1
;
const
int
kbatch
=
argc
==
15
?
std
::
stoi
(
argv
[
14
])
:
1
;
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
//
if(data_type == GemmDataType::F16_F16_F16 && layout == GemmMatrixLayout::MK_KN_MN)
if
(
data_type
==
GemmDataType
::
F16_F16_F16
&&
layout
==
GemmMatrixLayout
::
MK_KN_MN
)
//
{
{
//
ck::profiler::profile_ggemm_multid_splitk<ck::half_t,
ck
::
profiler
::
profile_ggemm_multid_splitk
<
ck
::
half_t
,
//
ck::half_t,
ck
::
half_t
,
//
ck::half_t,
ck
::
half_t
,
//
float,
float
,
//
ck::tensor_layout::gemm::RowMajor,
ck
::
tensor_layout
::
gemm
::
RowMajor
,
//
ck::tensor_layout::gemm::RowMajor,
ck
::
tensor_layout
::
gemm
::
RowMajor
,
//
ck::tensor_layout::gemm::RowMajor>(
do_verification,
ck
::
tensor_layout
::
gemm
::
RowMajor
>
(
// init_method
,
do_verification
,
// do_log
,
init_method
,
// time_kernel
,
do_log
,
// Ms
,
time_kernel
,
// N
s,
M
s
,
// K
s,
N
s
,
// StrideA
s,
K
s
,
//
Stride
B
s,
Stride
A
s
,
//
Stride
C
s,
Stride
B
s
,
//
kbatch);
StrideCs
,
// }
kbatch
);
// else
}
if
(
data_type
==
GemmDataType
::
F16_F16_F16
&&
layout
==
GemmMatrixLayout
::
MK_NK_MN
)
else
if
(
data_type
==
GemmDataType
::
F16_F16_F16
&&
layout
==
GemmMatrixLayout
::
MK_NK_MN
)
{
{
ck
::
profiler
::
profile_ggemm_multid_splitk
<
ck
::
half_t
,
ck
::
profiler
::
profile_ggemm_multid_splitk
<
ck
::
half_t
,
ck
::
half_t
,
ck
::
half_t
,
...
...
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