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gaoqiong
composable_kernel
Commits
79f6b470
Commit
79f6b470
authored
Sep 07, 2023
by
Adam Osewski
Browse files
Set of instances with kpb 32/64
parent
aedb5383
Changes
3
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3 changed files
with
169 additions
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25 deletions
+169
-25
library/src/tensor_operation_instance/gpu/grouped_gemm/device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instance_kpb32.cpp
..._splitk_f16_f16_f16_mk_kn_mn_irregular_instance_kpb32.cpp
+106
-0
library/src/tensor_operation_instance/gpu/grouped_gemm/device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instance_kpb64.cpp
..._splitk_f16_f16_f16_mk_kn_mn_irregular_instance_kpb64.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_gemm/device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
...mm_xdl_splitk_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
+62
-24
No files found.
library/src/tensor_operation_instance/gpu/grouped_gemm/device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instance_kpb32.cpp
0 → 100644
View file @
79f6b470
// 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_splitk_cshuffle.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_grouped_gemm_xdl_splitk_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|
//################################| 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| |
//################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// Pipline v1
DeviceGroupedGemmXdlSplitKCShuffle
<
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
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
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0
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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
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
>
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3
,
8
,
8
,
1
,
S
<
1
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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
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
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1
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4
,
64
,
1
>
,
S
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2
,
1
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3
>
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2
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3
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,
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,
8
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>
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1
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2
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,
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,
8
,
8
,
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,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
192
,
32
,
32
,
8
,
8
,
32
,
32
,
3
,
1
,
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
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
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1
,
4
,
32
,
1
>
,
S
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0
,
1
,
3
,
2
>
,
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<
0
,
1
,
3
,
2
>
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2
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
32
,
32
,
8
,
8
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32
,
32
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2
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1
,
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4
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32
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>
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,
1
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3
,
2
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3
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2
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,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
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,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
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1
,
4
,
32
,
1
>
,
S
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0
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2
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1
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3
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,
2
,
1
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3
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,
8
,
8
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,
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1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
32
,
32
,
8
,
8
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32
,
32
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1
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1
,
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1
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4
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32
,
1
>
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S
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2
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1
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3
>
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0
,
2
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1
,
3
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3
,
8
,
8
,
1
,
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4
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32
,
1
>
,
S
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0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
192
,
32
,
8
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
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,
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0
,
2
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1
,
3
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,
3
,
8
,
8
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1
,
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1
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4
,
24
,
1
>
,
S
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0
,
1
,
3
,
2
>
,
S
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0
,
1
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3
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2
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,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
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1
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3
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,
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0
,
2
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1
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3
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,
3
,
8
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8
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1
,
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1
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4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
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,
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<
0
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1
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3
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2
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,
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,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
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32
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1
>
,
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0
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1
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0
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2
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1
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8
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8
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1
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1
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4
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32
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>
,
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0
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1
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3
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0
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8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
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4
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16
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1
>
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1
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8
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1
,
1
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1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
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4
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16
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1
>
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4
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1
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3
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8
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1
,
1
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1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
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1
,
4
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16
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1
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1
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1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
PipelineVersion
::
v1
>
,
// Pipline v2
DeviceGroupedGemmXdlSplitKCShuffle
<
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
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4
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64
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1
>
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4
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3
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8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
,
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1
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4
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64
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1
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3
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8
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1
,
1
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1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
,
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1
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1
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1
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1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
,
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1
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1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
,
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S
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1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
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1
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1
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S
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1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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
,
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S
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1
,
32
,
1
,
8
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
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,
192
,
32
,
32
,
8
,
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32
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1
,
32
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1
,
4
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
32
,
8
,
8
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32
,
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1
,
16
,
1
,
8
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
64
,
32
,
8
,
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32
,
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2
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1
,
32
,
1
,
4
>
,
8
,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
32
,
32
,
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,
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4
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,
S
<
0
,
1
,
3
,
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,
8
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PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
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PassThrough
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,
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S
<
1
,
16
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1
,
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,
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
,
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,
F16
,
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,
Empty_Tuple
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PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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,
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,
Empty_Tuple
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,
F16
,
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,
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PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
,
Empty_Tuple
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,
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PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Row
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F16
,
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PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
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,
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::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
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PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
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,
F16
,
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S
<
1
,
16
,
1
,
4
>
,
8
,
PipelineVersion
::
v2
>
// clang-format on
>
;
void
add_device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instances_kpb32
(
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_grouped_gemm_xdl_splitk_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/device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instance.cpp
→
library/src/tensor_operation_instance/gpu/grouped_gemm/device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instance
_kpb64
.cpp
View file @
79f6b470
...
@@ -84,7 +84,7 @@ using device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_tile_instanc
...
@@ -84,7 +84,7 @@ using device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_tile_instanc
// clang-format on
// clang-format on
>
;
>
;
void
add_device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instances
(
void
add_device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instances
_kpb64
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemm
<
Row
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemm
<
Row
,
Row
,
Row
,
Empty_Tuple
,
Empty_Tuple
,
...
...
library/src/tensor_operation_instance/gpu/grouped_gemm/device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_nk_mn_irregular_instance.cpp
View file @
79f6b470
...
@@ -31,32 +31,70 @@ static constexpr auto GemmMNKPadding = ck::tensor_operation::device::GemmSpecial
...
@@ -31,32 +31,70 @@ static constexpr auto GemmMNKPadding = ck::tensor_operation::device::GemmSpecial
using
device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_nk_mn_irregular_tile_instances
=
std
::
tuple
<
using
device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_nk_mn_irregular_tile_instances
=
std
::
tuple
<
// clang-format off
// 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|
//################################| 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|
//################################| 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|
//################################| 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|
//################################| | | | | | | | | | | 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| |
//################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
128
,
256
,
64
,
8
,
8
,
32
,
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,
2
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4
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<
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32
,
1
,
8
>
,
8
>
,
// Pipeline v1
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
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DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
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Empty_Tuple
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Row
,
F16
,
F16
,
F32
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,
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S
<
1
,
32
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
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<
1
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32
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1
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4
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
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GemmMNKPadding
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1
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256
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192
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64
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64
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8
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8
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32
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32
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3
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1
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S
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1
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8
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32
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1
>
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S
<
0
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2
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1
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3
>
,
S
<
0
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2
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1
,
3
>
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3
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8
,
8
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1
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S
<
1
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8
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32
,
1
>
,
S
<
0
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2
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1
,
3
>
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S
<
0
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2
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1
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3
>
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3
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8
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8
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1
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1
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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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8
>
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8
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ck
::
PipelineVersion
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DeviceGroupedGemmXdlSplitKCShuffle
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Col
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Row
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F32
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F16
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Empty_Tuple
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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256
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128
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128
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64
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8
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8
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32
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32
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2
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2
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S
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1
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8
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32
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1
>
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S
<
0
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2
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1
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3
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S
<
0
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2
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1
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3
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3
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8
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8
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1
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S
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1
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8
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32
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1
>
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S
<
0
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2
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1
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3
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S
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0
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2
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1
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3
>
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3
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8
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8
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1
,
1
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1
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S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
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Row
,
Col
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Empty_Tuple
,
Row
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F16
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F16
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F32
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F16
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Empty_Tuple
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F16
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PassThrough
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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256
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64
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192
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64
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8
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8
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32
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32
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1
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3
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S
<
1
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8
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32
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1
>
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S
<
0
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2
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1
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3
>
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S
<
0
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2
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1
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3
>
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3
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8
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8
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1
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S
<
1
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8
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32
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1
>
,
S
<
0
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2
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1
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3
>
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S
<
0
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2
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1
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3
>
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3
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8
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8
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1
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1
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1
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S
<
1
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32
,
1
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8
>
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4
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ck
::
PipelineVersion
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,
DeviceGroupedGemmXdlSplitKCShuffle
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Row
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Col
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Empty_Tuple
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Row
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F16
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F16
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F32
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F16
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Empty_Tuple
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F16
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PassThrough
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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256
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128
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64
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64
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8
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8
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32
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32
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2
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1
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S
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1
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8
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32
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1
>
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S
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0
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2
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1
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<
0
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8
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8
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1
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32
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1
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S
<
0
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2
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1
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3
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S
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0
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2
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1
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3
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3
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8
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8
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1
,
1
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1
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S
<
1
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32
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1
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8
>
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8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
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Col
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Empty_Tuple
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Row
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F16
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F16
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F32
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F16
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Empty_Tuple
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F16
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PassThrough
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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256
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128
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128
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64
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8
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8
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32
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32
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2
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2
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S
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1
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8
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32
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1
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S
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0
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2
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1
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3
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S
<
0
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2
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1
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3
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8
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1
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1
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8
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32
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1
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S
<
0
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2
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1
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3
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S
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0
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2
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1
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3
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3
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8
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8
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1
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1
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1
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S
<
1
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32
,
1
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8
>
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8
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ck
::
PipelineVersion
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v1
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DeviceGroupedGemmXdlSplitKCShuffle
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Row
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Col
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Empty_Tuple
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Row
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F16
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F16
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F32
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F16
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Empty_Tuple
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F16
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PassThrough
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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256
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64
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128
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64
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8
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8
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32
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32
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1
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2
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S
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1
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32
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S
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0
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2
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<
0
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S
<
0
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2
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1
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3
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0
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2
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8
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1
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1
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1
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S
<
1
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32
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1
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8
>
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8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
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Col
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Empty_Tuple
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Row
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F16
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F16
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F32
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F16
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Empty_Tuple
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PassThrough
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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256
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128
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64
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64
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8
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8
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32
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32
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2
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1
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32
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1
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S
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0
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3
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S
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0
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2
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1
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3
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3
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8
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8
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1
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32
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1
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S
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0
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2
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1
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3
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S
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2
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1
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3
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3
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8
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8
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1
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1
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1
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S
<
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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ck
::
PipelineVersion
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DeviceGroupedGemmXdlSplitKCShuffle
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Col
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Row
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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256
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64
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128
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64
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8
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8
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32
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32
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1
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2
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32
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2
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3
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S
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0
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2
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1
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3
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8
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1
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32
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S
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0
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2
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1
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3
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S
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0
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2
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3
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8
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1
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1
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1
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S
<
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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ck
::
PipelineVersion
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v1
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DeviceGroupedGemmXdlSplitKCShuffle
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Row
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Row
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F16
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F16
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Empty_Tuple
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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128
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128
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128
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64
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8
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8
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32
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32
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4
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16
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0
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S
<
1
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16
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1
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>
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DeviceGroupedGemmXdlSplitKCShuffle
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Row
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Col
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Empty_Tuple
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Row
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F16
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PassThrough
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128
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128
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32
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4
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2
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16
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0
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2
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2
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16
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S
<
0
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2
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1
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S
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2
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1
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3
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8
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1
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1
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1
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S
<
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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ck
::
PipelineVersion
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DeviceGroupedGemmXdlSplitKCShuffle
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Row
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F16
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F16
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Empty_Tuple
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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128
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128
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64
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8
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32
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32
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2
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S
<
1
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32
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>
,
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,
DeviceGroupedGemmXdlSplitKCShuffle
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Row
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Col
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Empty_Tuple
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Row
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F16
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PassThrough
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PassThrough
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64
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32
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2
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<
0
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1
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1
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1
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S
<
1
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32
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1
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4
>
,
8
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ck
::
PipelineVersion
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v1
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DeviceGroupedGemmXdlSplitKCShuffle
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Col
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Row
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F16
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Empty_Tuple
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PassThrough
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PassThrough
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GemmMNKPadding
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1
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128
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64
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128
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64
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8
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32
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1
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16
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DeviceGroupedGemmXdlSplitKCShuffle
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Row
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Col
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Empty_Tuple
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Row
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F16
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1
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1
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1
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S
<
1
,
16
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1
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8
>
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8
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ck
::
PipelineVersion
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DeviceGroupedGemmXdlSplitKCShuffle
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Row
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128
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192
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64
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DeviceGroupedGemmXdlSplitKCShuffle
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Row
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Col
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Empty_Tuple
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Row
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F16
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F16
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F32
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Empty_Tuple
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GemmMNKPadding
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32
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0
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1
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1
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1
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S
<
1
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32
,
1
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4
>
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8
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ck
::
PipelineVersion
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DeviceGroupedGemmXdlSplitKCShuffle
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S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
192
,
64
,
8
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
32
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
32
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
128
,
64
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
128
,
64
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
256
,
64
,
8
,
8
,
32
,
32
,
1
,
4
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
256
,
64
,
8
,
8
,
32
,
32
,
1
,
4
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
64
,
64
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
64
,
64
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
32
,
64
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
32
,
64
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
64
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
64
,
64
,
64
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
,
// FIXME experiment LargeKBatch issue
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
,
// DeviceGroupedGemmXdlSplitKCShuffle< Row, Col, Empty_Tuple, Row, F16, F16, F32, F16, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmMNKPadding, 1, 128, 64, 64, 64, 8, 8, 32, 32, 2, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, 1, 1, S<1, 32, 1, 4>, 8, ck::PipelineVersion::v1>,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
32
,
64
,
64
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
// DeviceGroupedGemmXdlSplitKCShuffle< Row, Col, Empty_Tuple, Row, F16, F16, F32, F16, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmMNKPadding, 1, 128, 64, 64, 64, 8, 8, 32, 32, 2, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, 1, 1, S<1, 32, 1, 4>, 8, ck::PipelineVersion::v1>,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
64
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
// DeviceGroupedGemmXdlSplitKCShuffle< Row, Col, Empty_Tuple, Row, F16, F16, F32, F16, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmMNKPadding, 1, 128, 64, 64, 64, 8, 8, 32, 32, 2, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, 1, 1, S<1, 16, 1, 4>, 8, ck::PipelineVersion::v1>
// end of experiment LargeKBatch issue instances
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
64
,
64
,
64
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
32
,
64
,
64
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v1
>
,
// Pipeline v2
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
128
,
256
,
64
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
192
,
64
,
64
,
8
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
64
,
192
,
64
,
8
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
4
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
128
,
128
,
64
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
128
,
64
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
64
,
128
,
64
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
64
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
64
,
64
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
128
,
64
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
192
,
32
,
64
,
8
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
192
,
64
,
8
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
128
,
32
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
128
,
64
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
256
,
64
,
8
,
8
,
32
,
32
,
1
,
4
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
32
,
64
,
64
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
32
,
64
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
// FIXME experiment LargeKBatch issue
// DeviceGroupedGemmXdlSplitKCShuffle< Row, Col, Empty_Tuple, Row, F16, F16, F32, F16, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmMNKPadding, 1, 128, 64, 64, 64, 8, 8, 32, 32, 2, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, 1, 1, S<1, 32, 1, 4>, 8, ck::PipelineVersion::v2>,
// DeviceGroupedGemmXdlSplitKCShuffle< Row, Col, Empty_Tuple, Row, F16, F16, F32, F16, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmMNKPadding, 1, 128, 64, 64, 64, 8, 8, 32, 32, 2, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, 1, 1, S<1, 32, 1, 4>, 8, ck::PipelineVersion::v2>,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
128
,
64
,
64
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
// DeviceGroupedGemmXdlSplitKCShuffle< Row, Col, Empty_Tuple, Row, F16, F16, F32, F16, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmMNKPadding, 1, 128, 64, 64, 64, 8, 8, 32, 32, 2, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, S<1, 8, 16, 1>, S<0, 2, 1, 3>, S<0, 2, 1, 3>, 3, 8, 8, 1, 1, 1, S<1, 16, 1, 4>, 8, ck::PipelineVersion::v2>
// end of experiment LargeKBatch issue instances
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
64
,
64
,
64
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
64
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v2
>
,
DeviceGroupedGemmXdlSplitKCShuffle
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
32
,
64
,
64
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
S
<
1
,
8
,
8
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
ck
::
PipelineVersion
::
v2
>
// clang-format on
// clang-format on
>
;
>
;
...
...
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