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gaoqiong
composable_kernel_ROCM
Commits
4396a224
Unverified
Commit
4396a224
authored
Apr 16, 2024
by
Harisankar Sadasivan
Committed by
GitHub
Apr 16, 2024
Browse files
Merge branch 'develop' into mi300_time_measurement
parents
0a27f07e
501a6b68
Changes
187
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+525
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library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_kn_mn_common.hpp
...rouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_kn_mn_common.hpp
+89
-0
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_nk_mn_common.hpp
...rouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_nk_mn_common.hpp
+89
-0
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bias_gelu_bf16_i8_bf16_km_kn_mn_instance.cpp
...xdl_fixed_nk_bias_gelu_bf16_i8_bf16_km_kn_mn_instance.cpp
+111
-0
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bias_gelu_bf16_i8_bf16_mk_kn_mn_instance.cpp
...xdl_fixed_nk_bias_gelu_bf16_i8_bf16_mk_kn_mn_instance.cpp
+111
-0
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bias_gelu_bf16_i8_bf16_mk_nk_mn_instance.cpp
...xdl_fixed_nk_bias_gelu_bf16_i8_bf16_mk_nk_mn_instance.cpp
+111
-0
script/cmake-ck-dev.sh
script/cmake-ck-dev.sh
+7
-1
script/cmake-ck-release.sh
script/cmake-ck-release.sh
+7
-1
No files found.
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_kn_mn_common.hpp
0 → 100644
View file @
4396a224
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, 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/device_grouped_gemm_multi_abd.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
BF16
=
ck
::
bhalf_t
;
using
I8
=
int8_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
using
A0DataType
=
BF16
;
using
AsDataType
=
ck
::
Tuple
<
A0DataType
>
;
using
B0DataType
=
I8
;
using
B1DataType
=
BF16
;
using
BsDataType
=
ck
::
Tuple
<
B0DataType
,
B1DataType
>
;
using
AccDataType
=
F32
;
using
CShuffleDataType
=
BF16
;
using
D0DataType
=
BF16
;
// using DsDataType = ck::Tuple<D0DataType>;
using
EDataType
=
BF16
;
using
A0Layout
=
Row
;
using
AsLayout
=
ck
::
Tuple
<
A0Layout
>
;
using
B0Layout
=
Row
;
using
B1Layout
=
B0Layout
;
using
BsLayout
=
ck
::
Tuple
<
B0Layout
,
B1Layout
>
;
using
D0Layout
=
Row
;
// using DsLayout = ck::Tuple<Row>;
using
ELayout
=
Row
;
using
Scales
=
ck
::
tensor_operation
::
element_wise
::
Scales
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
AddFastGelu
=
ck
::
tensor_operation
::
element_wise
::
AddFastGelu
;
using
Add
=
ck
::
tensor_operation
::
element_wise
::
Add
;
using
FastGelu
=
ck
::
tensor_operation
::
element_wise
::
FastGelu
;
using
AElementOp
=
PassThrough
;
using
BElementOp
=
Scales
;
// using CDEElementOp = AddFastGelu;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
template
<
typename
DsLayout
,
typename
DsDataType
,
typename
CDEElementOp
,
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
using
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances
=
std
::
tuple
<
// clang-format off
//######################################| ALayout| BLayout| DsLayout| ELayout| AData| BData| AccData| CShuffle| DsData| EData| A| B| CDE| 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|
//######################################| | | | | Type| Type| Type| DataType| Type| Type| Elementwise| Elementwise| Elementwise| Spacialization|Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
//######################################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
//######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
128
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
128
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
// clang-format on
>
;
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_nk_mn_common.hpp
0 → 100644
View file @
4396a224
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, 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/device_grouped_gemm_multi_abd.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
BF16
=
ck
::
bhalf_t
;
using
I8
=
int8_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
using
A0DataType
=
BF16
;
using
AsDataType
=
ck
::
Tuple
<
A0DataType
>
;
using
B0DataType
=
I8
;
using
B1DataType
=
BF16
;
using
BsDataType
=
ck
::
Tuple
<
B0DataType
,
B1DataType
>
;
using
AccDataType
=
F32
;
using
CShuffleDataType
=
BF16
;
using
D0DataType
=
BF16
;
// using DsDataType = ck::Tuple<D0DataType>;
using
EDataType
=
BF16
;
using
A0Layout
=
Row
;
using
AsLayout
=
ck
::
Tuple
<
A0Layout
>
;
using
B0Layout
=
Col
;
using
B1Layout
=
B0Layout
;
using
BsLayout
=
ck
::
Tuple
<
B0Layout
,
B1Layout
>
;
using
D0Layout
=
Row
;
// using DsLayout = ck::Tuple<Row>;
using
ELayout
=
Row
;
using
Scales
=
ck
::
tensor_operation
::
element_wise
::
Scales
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
AddFastGelu
=
ck
::
tensor_operation
::
element_wise
::
AddFastGelu
;
using
Add
=
ck
::
tensor_operation
::
element_wise
::
Add
;
using
FastGelu
=
ck
::
tensor_operation
::
element_wise
::
FastGelu
;
using
AElementOp
=
PassThrough
;
using
BElementOp
=
Scales
;
// using CDEElementOp = AddFastGelu;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
template
<
typename
DsLayout
,
typename
DsDataType
,
typename
CDEElementOp
,
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
using
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
//######################################| ALayout| BLayout| DsLayout| ELayout| AData| BData| AccData| CShuffle| DsData| EData| A| B| CDE| 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|
//######################################| | | | | Type| Type| Type| DataType| Type| Type| Elementwise| Elementwise| Elementwise| Spacialization|Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
//######################################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
//######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK
<
AsLayout
,
BsLayout
,
DsLayout
,
ELayout
,
AsDataType
,
BsDataType
,
AccDataType
,
CShuffleDataType
,
DsDataType
,
EDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
GemmSpec
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
// clang-format on
>
;
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bias_gelu_bf16_i8_bf16_km_kn_mn_instance.cpp
0 → 100644
View file @
4396a224
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, 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/device_grouped_gemm_multi_abd.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
#include "device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_km_kn_mn_common.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_bias_gelu_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<
D0Layout
>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<
D0DataType
>
,
EDataType
,
AElementOp
,
BElementOp
,
AddFastGelu
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances
<
ck
::
Tuple
<
D0Layout
>
,
ck
::
Tuple
<
D0DataType
>
,
AddFastGelu
,
GemmMNKPadding
>
{});
}
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_bias_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<
D0Layout
>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<
D0DataType
>
,
EDataType
,
AElementOp
,
BElementOp
,
Add
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances
<
ck
::
Tuple
<
D0Layout
>
,
ck
::
Tuple
<
D0DataType
>
,
Add
,
GemmMNKPadding
>
{});
}
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<>
,
EDataType
,
AElementOp
,
BElementOp
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances
<
ck
::
Tuple
<>
,
ck
::
Tuple
<>
,
PassThrough
,
GemmMNKPadding
>
{});
}
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_gelu_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<>
,
EDataType
,
AElementOp
,
BElementOp
,
FastGelu
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances
<
ck
::
Tuple
<>
,
ck
::
Tuple
<>
,
FastGelu
,
GemmMNKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bias_gelu_bf16_i8_bf16_mk_kn_mn_instance.cpp
0 → 100644
View file @
4396a224
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, 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/device_grouped_gemm_multi_abd.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
#include "device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_kn_mn_common.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_bias_gelu_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<
D0Layout
>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<
D0DataType
>
,
EDataType
,
AElementOp
,
BElementOp
,
AddFastGelu
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances
<
ck
::
Tuple
<
D0Layout
>
,
ck
::
Tuple
<
D0DataType
>
,
AddFastGelu
,
GemmMNKPadding
>
{});
}
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_bias_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<
D0Layout
>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<
D0DataType
>
,
EDataType
,
AElementOp
,
BElementOp
,
Add
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances
<
ck
::
Tuple
<
D0Layout
>
,
ck
::
Tuple
<
D0DataType
>
,
Add
,
GemmMNKPadding
>
{});
}
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<>
,
EDataType
,
AElementOp
,
BElementOp
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances
<
ck
::
Tuple
<>
,
ck
::
Tuple
<>
,
PassThrough
,
GemmMNKPadding
>
{});
}
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_gelu_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<>
,
EDataType
,
AElementOp
,
BElementOp
,
FastGelu
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances
<
ck
::
Tuple
<>
,
ck
::
Tuple
<>
,
FastGelu
,
GemmMNKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/grouped_gemm_fixed_nk_multi_abd/device_grouped_gemm_xdl_fixed_nk_bias_gelu_bf16_i8_bf16_mk_nk_mn_instance.cpp
0 → 100644
View file @
4396a224
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, 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/device_grouped_gemm_multi_abd.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
#include "device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_nk_mn_common.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_bias_gelu_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<
D0Layout
>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<
D0DataType
>
,
EDataType
,
AElementOp
,
BElementOp
,
AddFastGelu
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances
<
ck
::
Tuple
<
D0Layout
>
,
ck
::
Tuple
<
D0DataType
>
,
AddFastGelu
,
GemmMNKPadding
>
{});
}
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_bias_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<
D0Layout
>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<
D0DataType
>
,
EDataType
,
AElementOp
,
BElementOp
,
Add
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances
<
ck
::
Tuple
<
D0Layout
>
,
ck
::
Tuple
<
D0DataType
>
,
Add
,
GemmMNKPadding
>
{});
}
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<>
,
EDataType
,
AElementOp
,
BElementOp
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances
<
ck
::
Tuple
<>
,
ck
::
Tuple
<>
,
PassThrough
,
GemmMNKPadding
>
{});
}
void
add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_gelu_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemmMultiABDFixedNK
<
AsLayout
,
BsLayout
,
ck
::
Tuple
<>
,
ELayout
,
AsDataType
,
BsDataType
,
ck
::
Tuple
<>
,
EDataType
,
AElementOp
,
BElementOp
,
FastGelu
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances
<
ck
::
Tuple
<>
,
ck
::
Tuple
<>
,
FastGelu
,
GemmMNKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
script/cmake-ck-dev.sh
View file @
4396a224
...
...
@@ -5,13 +5,19 @@ rm -rf CMakeFiles
MY_PROJECT_SOURCE
=
$1
if
[
$#
-ge
2
]
;
then
GPU_TARGETS
=
$2
else
GPU_TARGETS
=
"gfx908;gfx90a;gfx940"
fi
cmake
\
-D
CMAKE_PREFIX_PATH
=
/opt/rocm
\
-D
CMAKE_CXX_COMPILER
=
/opt/rocm/bin/hipcc
\
-D
CMAKE_CXX_FLAGS
=
"-Xclang -mllvm -Xclang -enable-post-misched=0 -std=c++17 -O3 -ftemplate-backtrace-limit=0 -fPIE -Wno-gnu-line-marker"
\
-D
CMAKE_BUILD_TYPE
=
Release
\
-D
BUILD_DEV
=
ON
\
-D
GPU_TARGETS
=
"gfx908;gfx90a;gfx940"
\
-D
GPU_TARGETS
=
$GPU_TARGETS
\
-D
CMAKE_VERBOSE_MAKEFILE:BOOL
=
ON
\
-D
USE_BITINT_EXTENSION_INT4
=
OFF
\
${
MY_PROJECT_SOURCE
}
script/cmake-ck-release.sh
View file @
4396a224
...
...
@@ -5,13 +5,19 @@ rm -rf CMakeFiles
MY_PROJECT_SOURCE
=
$1
if
[
$#
-ge
2
]
;
then
GPU_TARGETS
=
$2
else
GPU_TARGETS
=
"gfx908;gfx90a;gfx940"
fi
cmake
\
-D
CMAKE_PREFIX_PATH
=
/opt/rocm
\
-D
CMAKE_CXX_COMPILER
=
/opt/rocm/bin/hipcc
\
-D
CMAKE_CXX_FLAGS
=
"-O3"
\
-D
CMAKE_BUILD_TYPE
=
Release
\
-D
BUILD_DEV
=
OFF
\
-D
GPU_TARGETS
=
"gfx908;gfx90a;gfx940"
\
-D
GPU_TARGETS
=
$GPU_TARGETS
\
-D
CMAKE_VERBOSE_MAKEFILE:BOOL
=
ON
\
-D
USE_BITINT_EXTENSION_INT4
=
OFF
\
${
MY_PROJECT_SOURCE
}
...
...
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