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gaoqiong
composable_kernel
Commits
e9a41755
Commit
e9a41755
authored
Jul 02, 2022
by
Chao Liu
Browse files
clean
parent
28d60825
Changes
5
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Showing
5 changed files
with
70 additions
and
70 deletions
+70
-70
example/23_softmax/softmax_blockwise.cpp
example/23_softmax/softmax_blockwise.cpp
+1
-1
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
+18
-18
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
+18
-18
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
+18
-18
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
+15
-15
No files found.
example/23_softmax/softmax_blockwise.cpp
View file @
e9a41755
...
@@ -212,7 +212,7 @@ int main(int argc, char* argv[])
...
@@ -212,7 +212,7 @@ int main(int argc, char* argv[])
auto
device_instance
=
DeviceInstance
{};
auto
device_instance
=
DeviceInstance
{};
std
::
cout
<<
i_inLengths
.
size
()
<<
", "
<<
i_inStrides
.
size
()
<<
std
::
endl
;
std
::
cout
<<
i_inLengths
.
size
()
<<
", "
<<
i_inStrides
.
size
()
<<
std
::
endl
;
auto
argument_ptr
=
device_instance
.
MakeArgumentPointer
(
i_inLengths
,
auto
argument_ptr
=
device_instance
.
MakeArgumentPointer
(
i_inLengths
,
i_inStrides
,
i_inStrides
,
...
...
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 @
e9a41755
...
@@ -18,7 +18,7 @@ namespace instance {
...
@@ -18,7 +18,7 @@ namespace instance {
using
F16
=
ck
::
half_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
F32
=
float
;
using
F16_F16_T
uple
=
ck
::
Tuple
<
F16
,
F16
>
;
using
F16_F16_T
UPLE
=
ck
::
Tuple
<
F16
,
F16
>
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
...
@@ -40,22 +40,22 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
...
@@ -40,22 +40,22 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
//##############################| | | | 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|
//##############################| | | | 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|
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
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2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
// clang-format on
// clang-format on
>
;
>
;
...
@@ -65,7 +65,7 @@ void add_device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instanc
...
@@ -65,7 +65,7 @@ void add_device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instanc
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16_F16_T
uple
,
F16_F16_T
UPLE
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
...
...
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 @
e9a41755
...
@@ -18,7 +18,7 @@ namespace instance {
...
@@ -18,7 +18,7 @@ namespace instance {
using
F16
=
ck
::
half_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
F32
=
float
;
using
F16_F16_T
uple
=
ck
::
Tuple
<
F16
,
F16
>
;
using
F16_F16_T
UPLE
=
ck
::
Tuple
<
F16
,
F16
>
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
...
@@ -40,22 +40,22 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
...
@@ -40,22 +40,22 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
//##############################| | | | 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|
//##############################| | | | 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|
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
8
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
8
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
2
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2
,
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<
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2
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4
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64
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<
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0
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2
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S
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1
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0
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2
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2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
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2
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1
>
,
S
<
0
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2
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1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
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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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
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1
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,
S
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0
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2
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64
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1
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0
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S
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1
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1
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1
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1
,
S
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1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
2
,
8
,
32
,
32
,
2
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2
,
S
<
4
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32
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0
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1
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1
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32
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1
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4
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
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2
,
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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4
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32
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1
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32
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1
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4
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8
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,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
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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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4
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32
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1
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1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
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<
0
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2
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1
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8
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1
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4
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32
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<
1
,
0
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S
<
1
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,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
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<
8
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1
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1
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16
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1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
8
,
16
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1
>
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S
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0
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2
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0
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2
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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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2
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1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
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1
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0
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2
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1
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1
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2
,
8
,
1
,
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<
4
,
32
,
1
>
,
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<
1
,
0
,
2
>
,
S
<
1
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0
,
2
>
,
2
,
8
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8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
1
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S
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4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
2
,
8
,
32
,
32
,
2
,
1
,
S
<
8
,
32
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1
>
,
S
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0
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2
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0
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2
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2
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4
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1
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0
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2
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1
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0
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2
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2
,
8
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8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
2
,
8
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
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,
1
,
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2
,
0
,
S
<
4
,
64
,
1
>
,
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<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
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2
,
1
>
,
1
,
2
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
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1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
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
,
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
>
// clang-format on
// clang-format on
>
;
>
;
...
@@ -65,7 +65,7 @@ void add_device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instanc
...
@@ -65,7 +65,7 @@ void add_device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instanc
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16_F16_T
uple
,
F16_F16_T
UPLE
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
...
...
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 @
e9a41755
...
@@ -18,7 +18,7 @@ namespace instance {
...
@@ -18,7 +18,7 @@ namespace instance {
using
F16
=
ck
::
half_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
F32
=
float
;
using
F16_F16_T
uple
=
ck
::
Tuple
<
F16
,
F16
>
;
using
F16_F16_T
UPLE
=
ck
::
Tuple
<
F16
,
F16
>
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
...
@@ -40,22 +40,22 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
...
@@ -40,22 +40,22 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
//##############################| | | | 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|
//##############################| | | | 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|
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
2
,
32
,
32
,
2
,
4
,
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
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
2
,
32
,
32
,
2
,
4
,
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
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
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
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
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
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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2
>
,
2
,
8
,
8
,
1
,
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<
4
,
32
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1
>
,
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<
0
,
2
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1
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,
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<
0
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2
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1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
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32
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>
,
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1
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1
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2
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4
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
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4
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32
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,
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4
,
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1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
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32
,
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2
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32
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<
1
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32
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1
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8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
2
,
32
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32
,
2
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1
,
1
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S
<
1
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32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
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64
,
1
>
,
S
<
1
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0
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2
>
,
S
<
1
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0
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2
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,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
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,
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,
F16
,
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,
F32
,
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,
F16_F16_T
uple
,
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PassThrough
,
PassThrough
,
AddAddFastGelu
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GemmDefault
,
1
,
128
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64
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32
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32
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8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
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PassThrough
,
PassThrough
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AddAddFastGelu
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GemmDefault
,
1
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
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,
F16
,
F32
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F32
,
F16_F16_T
uple
,
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PassThrough
,
PassThrough
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AddAddFastGelu
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GemmDefault
,
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1
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32
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8
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
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PassThrough
,
PassThrough
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AddAddFastGelu
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GemmDefault
,
1
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32
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
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PassThrough
,
PassThrough
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AddAddFastGelu
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GemmDefault
,
1
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16
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
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,
F16_F16_T
UPLE
,
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PassThrough
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PassThrough
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AddAddFastGelu
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GemmDefault
,
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
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,
F16_F16_T
uple
,
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,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
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,
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,
F16_F16_T
UPLE
,
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,
PassThrough
,
PassThrough
,
AddAddFastGelu
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GemmDefault
,
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
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,
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,
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,
F16_F16_T
uple
,
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PassThrough
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PassThrough
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AddAddFastGelu
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GemmDefault
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
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,
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UPLE
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
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uple
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
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F16_F16_T
UPLE
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
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,
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,
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uple
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
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,
Row
,
F16
,
F16
,
F32
,
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,
F16_F16_T
UPLE
,
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,
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,
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
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,
64
,
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,
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,
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>
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
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,
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,
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,
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,
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,
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,
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<
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>
// clang-format on
// clang-format on
>
;
>
;
...
@@ -65,7 +65,7 @@ void add_device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instanc
...
@@ -65,7 +65,7 @@ void add_device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instanc
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16_F16_T
uple
,
F16_F16_T
UPLE
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
...
...
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 @
e9a41755
...
@@ -18,7 +18,7 @@ namespace instance {
...
@@ -18,7 +18,7 @@ namespace instance {
using
F16
=
ck
::
half_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
F32
=
float
;
using
F16_F16_T
uple
=
ck
::
Tuple
<
F16
,
F16
>
;
using
F16_F16_T
UPLE
=
ck
::
Tuple
<
F16
,
F16
>
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
...
@@ -40,19 +40,19 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
...
@@ -40,19 +40,19 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
//##############################| | | | 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|
//##############################| | | | 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|
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
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256
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128
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32
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8
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32
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
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Col
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Row
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F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
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PassThrough
,
PassThrough
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AddAddFastGelu
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GemmDefault
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1
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DeviceGemmMultipleD_Xdl_CShuffle
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Row
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F16
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F32
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F16_F16_T
uple
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PassThrough
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AddAddFastGelu
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DeviceGemmMultipleD_Xdl_CShuffle
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F16_F16_T
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
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Col
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Row
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F16
,
F16
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F32
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F32
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F16_F16_T
uple
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F16
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PassThrough
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PassThrough
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AddAddFastGelu
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GemmDefault
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1
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DeviceGemmMultipleD_Xdl_CShuffle
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Row
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Col
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Row
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F16
,
F16
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F32
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F32
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F16_F16_T
UPLE
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F16
,
PassThrough
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PassThrough
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AddAddFastGelu
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GemmDefault
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
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Col
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Row
,
F16
,
F16
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F32
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F32
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F16_F16_T
uple
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PassThrough
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PassThrough
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AddAddFastGelu
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GemmDefault
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1
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DeviceGemmMultipleD_Xdl_CShuffle
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Row
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Col
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Row
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F16
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F32
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F32
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F16_F16_T
UPLE
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PassThrough
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PassThrough
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AddAddFastGelu
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GemmDefault
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DeviceGemmMultipleD_Xdl_CShuffle
<
Row
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Col
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Row
,
F16
,
F16
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F32
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F32
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F16_F16_T
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PassThrough
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PassThrough
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AddAddFastGelu
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GemmDefault
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DeviceGemmMultipleD_Xdl_CShuffle
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Col
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Row
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F16
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F16
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F32
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F32
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F16_F16_T
UPLE
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PassThrough
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PassThrough
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AddAddFastGelu
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DeviceGemmMultipleD_Xdl_CShuffle
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DeviceGemmMultipleD_Xdl_CShuffle
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DeviceGemmMultipleD_Xdl_CShuffle
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DeviceGemmMultipleD_Xdl_CShuffle
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DeviceGemmMultipleD_Xdl_CShuffle
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DeviceGemmMultipleD_Xdl_CShuffle
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Row
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Row
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F16
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F32
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uple
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PassThrough
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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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
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
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
uple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_T
UPLE
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
// clang-format on
// clang-format on
>
;
>
;
...
@@ -62,7 +62,7 @@ void add_device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instanc
...
@@ -62,7 +62,7 @@ void add_device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instanc
Row
,
Row
,
F16
,
F16
,
F16
,
F16
,
F16_F16_T
uple
,
F16_F16_T
UPLE
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
...
...
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