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gaoqiong
composable_kernel
Commits
0b11569f
Commit
0b11569f
authored
Jul 01, 2022
by
Chao Liu
Browse files
Merge remote-tracking branch 'origin/develop' into batched_gemm_c_permute
parents
e8d3a0fb
fa9a0a5c
Changes
554
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20 changed files
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146 additions
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7 deletions
+146
-7
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f32_f32_f32_mk_kn_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f32_f32_f32_mk_kn_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f32_f32_f32_mk_nk_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f32_f32_f32_mk_nk_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f64_f64_f64_km_kn_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f64_f64_f64_km_kn_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f64_f64_f64_km_nk_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f64_f64_f64_km_nk_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f64_f64_f64_mk_kn_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f64_f64_f64_mk_kn_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f64_f64_f64_mk_nk_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f64_f64_f64_mk_nk_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
..._fastgelu_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
..._fastgelu_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
..._fastgelu_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
..._fastgelu_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f16_f16_f16_km_kn_mn_instance.cpp
...m_xdl_c_shuffle_bias_2d_f16_f16_f16_km_kn_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f16_f16_f16_km_nk_mn_instance.cpp
...m_xdl_c_shuffle_bias_2d_f16_f16_f16_km_nk_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f16_f16_f16_mk_kn_mn_instance.cpp
...m_xdl_c_shuffle_bias_2d_f16_f16_f16_mk_kn_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f16_f16_f16_mk_nk_mn_instance.cpp
...m_xdl_c_shuffle_bias_2d_f16_f16_f16_mk_nk_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f32_f32_f32_km_kn_mn_instance.cpp
...m_xdl_c_shuffle_bias_2d_f32_f32_f32_km_kn_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f32_f32_f32_km_nk_mn_instance.cpp
...m_xdl_c_shuffle_bias_2d_f32_f32_f32_km_nk_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f32_f32_f32_mk_kn_mn_instance.cpp
...m_xdl_c_shuffle_bias_2d_f32_f32_f32_mk_kn_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f32_f32_f32_mk_nk_mn_instance.cpp
...m_xdl_c_shuffle_bias_2d_f32_f32_f32_mk_nk_mn_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_bias_add_reduce/CMakeLists.txt
...peration_instance/gpu/gemm_bias_add_reduce/CMakeLists.txt
+10
-7
library/src/tensor_operation_instance/gpu/gemm_bias_add_reduce/device_gemm_bias_add_mean_squaremean_xdl_cshuffle_f16_f16_f16_f32_f32_km_kn_mn_instance.cpp
...an_xdl_cshuffle_f16_f16_f16_f32_f32_km_kn_mn_instance.cpp
+82
-0
No files found.
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f32_f32_f32_mk_kn_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f32_f32_f32_mk_nk_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f64_f64_f64_km_kn_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f64_f64_f64_km_nk_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f64_f64_f64_mk_kn_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f64_f64_f64_mk_nk_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f16_f16_f16_km_kn_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f16_f16_f16_km_nk_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f16_f16_f16_mk_kn_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f16_f16_f16_mk_nk_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f32_f32_f32_km_kn_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f32_f32_f32_km_nk_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f32_f32_f32_mk_kn_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_bias2d/device_gemm_xdl_c_shuffle_bias_2d_f32_f32_f32_mk_nk_mn_instance.cpp
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/ck.hpp"
...
...
library/src/tensor_operation_instance/gpu/gemm_bias_add_reduce/CMakeLists.txt
View file @
0b11569f
set
(
DEVICE_GEMM_REDUCE_INSTANCE_SOURCE
set
(
DEVICE_GEMM_
BIAS_ADD_
REDUCE_INSTANCE_SOURCE
device_gemm_bias_add_
reduce
_xdl_cshuffle_f16_f16_f16_f32_f32_mk_kn_mn_instance.cpp
device_gemm_bias_add_
mean_squaremean
_xdl_cshuffle_f16_f16_f16_f32_f32_mk_kn_mn_instance.cpp
device_gemm_bias_add_
reduce
_xdl_cshuffle_f16_f16_f16_f32_f32_mk_nk_mn_instance.cpp
device_gemm_bias_add_
mean_squaremean
_xdl_cshuffle_f16_f16_f16_f32_f32_mk_nk_mn_instance.cpp
device_gemm_bias_add_
reduce
_xdl_cshuffle_f16_f16_f16_f32_f32_km_kn_mn_instance.cpp
device_gemm_bias_add_
mean_squaremean
_xdl_cshuffle_f16_f16_f16_f32_f32_km_kn_mn_instance.cpp
device_gemm_bias_add_
reduce
_xdl_cshuffle_f16_f16_f16_f32_f32_km_nk_mn_instance.cpp
device_gemm_bias_add_
mean_squaremean
_xdl_cshuffle_f16_f16_f16_f32_f32_km_nk_mn_instance.cpp
)
)
add_instance_library
(
device_gemm_bias_add_reduce_instance
${
DEVICE_GEMM_REDUCE_INSTANCE_SOURCE
}
)
add_library
(
device_gemm_bias_add_reduce_instance OBJECT
${
DEVICE_GEMM_BIAS_ADD_REDUCE_INSTANCE_SOURCE
}
)
install
(
TARGETS device_gemm_bias_add_reduce_instance LIBRARY DESTINATION lib
)
target_compile_features
(
device_gemm_bias_add_reduce_instance PUBLIC
)
set_target_properties
(
device_gemm_bias_add_reduce_instance PROPERTIES POSITION_INDEPENDENT_CODE ON
)
clang_tidy_check
(
device_gemm_bias_add_reduce_instance
)
clang_tidy_check
(
device_gemm_bias_add_reduce_instance
)
library/src/tensor_operation_instance/gpu/gemm_bias_add_reduce/device_gemm_bias_add_mean_squaremean_xdl_cshuffle_f16_f16_f16_f32_f32_km_kn_mn_instance.cpp
0 → 100644
View file @
0b11569f
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/utility/reduction_operator.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_gemm_bias_add_reduce_xdl_cshuffle.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
ReducePtrsGlobal
=
ck
::
Tuple
<
F32
*
,
F32
*>
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
ReduceSum
=
ck
::
reduce
::
Add
;
using
ReduceOps
=
ck
::
Tuple
<
ReduceSum
,
ReduceSum
>
;
using
Div
=
ck
::
tensor_operation
::
element_wise
::
UnaryDivide
;
using
Identity
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
Square
=
ck
::
tensor_operation
::
element_wise
::
UnarySquare
;
using
ReduceInElementOps
=
ck
::
Tuple
<
Identity
,
Square
>
;
using
ReduceOutElementOps
=
ck
::
Tuple
<
Div
,
Div
>
;
using
ReduceMemOp
=
ck
::
InMemoryDataOperationEnumSequence
<
ck
::
InMemoryDataOperationEnum
::
AtomicAdd
,
ck
::
InMemoryDataOperationEnum
::
AtomicAdd
>
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
// c[m, n] = a[k, m] * b[k, n]
using
device_gemm_bias_add_mean_squaremean_xdl_cshuffle_f16_f16_f16_f16_f16_f32_f32_km_kn_mn_instances
=
std
::
tuple
<
// clang-format off
//##################################| ALayout| BLayout| CLayout|AData| BData| CData|C0Data|C1Data| GemmAcc| CShuffle| ReduceAcc| ReduceData| A| B| C| C1| Reduce| ReduceInEleOp| ReduceAccEleOp| Reduce| 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| CReduce| CReduceThreadLds2VGprCopy| CReduceThreadVgpr2GlobalCopy|
//##################################| | | | Type| Type| Type| Type| Type| DataType| DataType| DataType| Type Tuple| Elementwise| Elementwise| Elementwise| Elementwise| Operation| | | MemoryData|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_MPerBlock| ScalarPerVector| ThreadClusterLengths| SrcDstScalarPerVector| SrcDstScalarPerVector|
//##################################| | | | | | | | | | | | | Operation| Operation| 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_NPerBlock| _NPerBlock| _MPerBlock_NPerBlock| _NPerBlock| _MPerBlock|
//##################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
2
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
2
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
S
<
32
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
S
<
32
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
S
<
64
,
2
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
S
<
64
,
2
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
S
<
32
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
S
<
32
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
2
,
2
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
2
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
,
DeviceGemmBiasAddReduce_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16
,
F32
,
F32
,
F32
,
ReducePtrsGlobal
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
ReduceOps
,
ReduceInElementOps
,
ReduceOutElementOps
,
ReduceMemOp
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
S
<
64
,
4
>
,
4
,
1
>
// clang-format on
>
;
void
add_device_gemm_bias_add_mean_squaremean_xdl_cshuffle_f16_f16_f16_f16_f16_f32_f32_km_kn_mn_instances
(
std
::
vector
<
DeviceGemmReducePtr
<
1
,
ReduceOps
::
Size
()
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_bias_add_mean_squaremean_xdl_cshuffle_f16_f16_f16_f16_f16_f32_f32_km_kn_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
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