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gaoqiong
composable_kernel
Commits
adc79bdd
"...composable_kernel.git" did not exist on "9a7fa123fdade18ffa125b8d1647d24dda6f889d"
Commit
adc79bdd
authored
Dec 30, 2021
by
ltqin
Browse files
remove slice length
parent
7b01dbee
Changes
5
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Side-by-side
Showing
5 changed files
with
77 additions
and
75 deletions
+77
-75
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_km_kn_mn.cpp
.../device_gemm_xdl_splitk_instance_f32_f32_f32_km_kn_mn.cpp
+17
-16
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_km_nk_mn.cpp
.../device_gemm_xdl_splitk_instance_f32_f32_f32_km_nk_mn.cpp
+17
-16
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_mk_kn_mn.cpp
.../device_gemm_xdl_splitk_instance_f32_f32_f32_mk_kn_mn.cpp
+16
-15
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_mk_nk_mn.cpp
.../device_gemm_xdl_splitk_instance_f32_f32_f32_mk_nk_mn.cpp
+22
-21
device_operation/include/device_gemm_splitk_xdl.hpp
device_operation/include/device_gemm_splitk_xdl.hpp
+5
-7
No files found.
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_km_kn_mn.cpp
View file @
adc79bdd
...
@@ -22,22 +22,23 @@ using S = ck::Sequence<Is...>;
...
@@ -22,22 +22,23 @@ using S = ck::Sequence<Is...>;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_gemm_xdl_instance_f32_f32_f32_km_kn_mn
=
std
::
tuple
<
using
device_gemm_xdl_instance_f32_f32_f32_km_kn_mn
=
// clang-format off
std
::
tuple
<
//##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| CThreadTransfer| CThreadTransfer| ABlockLds| BBlockLds|
// clang-format off
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| SrcDstVectorDim| DstScalar| AddExtraM| AddExtraN|
//##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_N_K1| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| Lengths_K0_N_K1| Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| | |
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar|
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
256
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
>
,
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
256
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
S
<
1
,
1
,
1
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
1
,
1
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
>
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
4
,
true
,
7
,
1
>
,
// clang-format on
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
7
,
1
>
>
;
// clang-format on
>
;
template
<
>
template
<
>
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Col
,
Row
,
Row
>
(
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Col
,
Row
,
Row
>
(
...
...
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_km_nk_mn.cpp
View file @
adc79bdd
...
@@ -22,22 +22,23 @@ using S = ck::Sequence<Is...>;
...
@@ -22,22 +22,23 @@ using S = ck::Sequence<Is...>;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[k, m] * b[n, k] = c[m, n]
// Compilation parameters for a[k, m] * b[n, k] = c[m, n]
using
device_gemm_xdl_instance_f32_f32_f32_km_nk_mn
=
std
::
tuple
<
using
device_gemm_xdl_instance_f32_f32_f32_km_nk_mn
=
// clang-format off
std
::
tuple
<
//##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| CThreadTransfer| CThreadTransfer| ABlockLds| BBlockLds|
// clang-format off
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| SrcDstVectorDim| DstScalar| AddExtraM| AddExtraN|
//##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_N_K1| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| Lengths_K0_N_K1| Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| | |
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar|
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
256
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
256
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
S
<
1
,
1
,
1
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
1
,
1
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
// clang-format on
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
>
;
// clang-format on
>
;
template
<
>
template
<
>
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Col
,
Col
,
Row
>
(
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Col
,
Col
,
Row
>
(
...
...
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_mk_kn_mn.cpp
View file @
adc79bdd
...
@@ -22,21 +22,22 @@ using S = ck::Sequence<Is...>;
...
@@ -22,21 +22,22 @@ using S = ck::Sequence<Is...>;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
using
device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn
=
std
::
tuple
<
using
device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn
=
// clang-format off
std
::
tuple
<
//##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| CThreadTransfer| CThreadTransfer| ABlockLds| BBlockLds|
// clang-format off
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| SrcDstVectorDim| DstScalar| AddExtraM| AddExtraN|
//##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_N_K1| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| Lengths_K0_N_K1| Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| | |
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar|
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
96
,
128
,
4
,
8
,
16
,
16
,
3
,
4
,
S
<
1
,
1
,
3
,
4
>
,
S
<
1
,
4
,
32
,
2
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
8
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
>
,
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
256
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
96
,
128
,
4
,
8
,
16
,
16
,
3
,
4
,
S
<
1
,
4
,
32
,
2
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
256
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
1
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
1
,
1
,
4
>
,
S
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1
,
4
,
64
,
1
>
,
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0
,
2
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1
,
3
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1
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,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
>
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
1
,
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1
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3
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,
true
,
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<
1
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64
,
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1
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3
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2
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<
0
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1
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3
,
2
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,
2
,
1
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
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1
,
3
>
,
S
<
0
,
2
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1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
true
,
7
,
1
>
>
;
>
;
template
<
>
template
<
>
...
...
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_mk_nk_mn.cpp
View file @
adc79bdd
...
@@ -22,27 +22,28 @@ using S = ck::Sequence<Is...>;
...
@@ -22,27 +22,28 @@ using S = ck::Sequence<Is...>;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_gemm_xdl_instance_f32_f32_f32_mk_nk_mn
=
std
::
tuple
<
using
device_gemm_xdl_instance_f32_f32_f32_mk_nk_mn
=
// clang-format off
std
::
tuple
<
//##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| CThreadTransfer| CThreadTransfer| ABlockLds| BBlockLds|
// clang-format off
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| SrcDstVectorDim| DstScalar| AddExtraM| AddExtraN|
//##########| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_N_K1| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| Lengths_K0_N_K1| Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| | |
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar|
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
256
,
128
,
4
,
4
,
32
,
32
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4
,
2
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S
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2
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>
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S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmSplitKXdl
<
F32
,
F32
,
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,
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,
Col
,
Row
,
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,
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,
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,
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true
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,
DeviceGemmSplitKXdl
<
F32
,
F32
,
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,
Row
,
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,
Row
,
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,
PassThrough
,
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,
256
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256
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DeviceGemmSplitKXdl
<
F32
,
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,
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,
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,
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,
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,
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<
F32
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,
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Col
,
Row
,
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,
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,
256
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<
F32
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,
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,
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,
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<
F32
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,
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,
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,
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,
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,
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,
128
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<
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,
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,
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,
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,
DeviceGemmSplitKXdl
<
F32
,
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,
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,
Row
,
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,
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,
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,
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,
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,
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DeviceGemmSplitKXdl
<
F32
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,
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,
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,
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,
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64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
1
,
1
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
1
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
32
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
1
,
1
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
32
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
32
,
128
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
32
,
64
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
4
,
4
>
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
7
,
1
,
true
,
true
>
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
32
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
// clang-format on
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
32
,
64
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
>
;
// clang-format on
>
;
template
<
>
template
<
>
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Row
,
Col
,
Row
>
(
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Row
,
Col
,
Row
>
(
...
...
device_operation/include/device_gemm_splitk_xdl.hpp
View file @
adc79bdd
...
@@ -39,24 +39,22 @@ template <typename ADataType,
...
@@ -39,24 +39,22 @@ template <typename ADataType,
ck
::
index_t
NPerXDL
,
ck
::
index_t
NPerXDL
,
ck
::
index_t
MXdlPerWave
,
ck
::
index_t
MXdlPerWave
,
ck
::
index_t
NXdlPerWave
,
ck
::
index_t
NXdlPerWave
,
typename
ABlockTransferThreadSliceLengths_K0_M_K1
,
typename
ABlockTransferThreadClusterLengths_K0_M_K1
,
typename
ABlockTransferThreadClusterLengths_K0_M_K1
,
typename
ABlockTransferThreadClusterArrangeOrder
,
typename
ABlockTransferThreadClusterArrangeOrder
,
typename
ABlockTransferSrcAccessOrder
,
typename
ABlockTransferSrcAccessOrder
,
ck
::
index_t
ABlockTransferSrcVectorDim
,
ck
::
index_t
ABlockTransferSrcVectorDim
,
ck
::
index_t
ABlockTransferSrcScalarPerVector
,
ck
::
index_t
ABlockTransferSrcScalarPerVector
,
ck
::
index_t
ABlockTransferDstScalarPerVector_K1
,
ck
::
index_t
ABlockTransferDstScalarPerVector_K1
,
typename
BBlockTransferThreadSliceLengths_K0_N_K1
,
bool
ABlockLdsAddExtraM
,
typename
BBlockTransferThreadClusterLengths_K0_N_K1
,
typename
BBlockTransferThreadClusterLengths_K0_N_K1
,
typename
BBlockTransferThreadClusterArrangeOrder
,
typename
BBlockTransferThreadClusterArrangeOrder
,
typename
BBlockTransferSrcAccessOrder
,
typename
BBlockTransferSrcAccessOrder
,
ck
::
index_t
BBlockTransferSrcVectorDim
,
ck
::
index_t
BBlockTransferSrcVectorDim
,
ck
::
index_t
BBlockTransferSrcScalarPerVector
,
ck
::
index_t
BBlockTransferSrcScalarPerVector
,
ck
::
index_t
BBlockTransferDstScalarPerVector_K1
,
ck
::
index_t
BBlockTransferDstScalarPerVector_K1
,
bool
BBlockLdsAddExtraN
,
ck
::
index_t
CThreadTransferSrcDstVectorDim
,
ck
::
index_t
CThreadTransferSrcDstVectorDim
,
ck
::
index_t
CThreadTransferDstScalarPerVector
,
ck
::
index_t
CThreadTransferDstScalarPerVector
>
bool
ABlockLdsAddExtraM
,
bool
BBlockLdsAddExtraN
>
struct
DeviceGemmSplitKXdl
struct
DeviceGemmSplitKXdl
:
public
DeviceGemm
<
AElementwiseOperation
,
BElementwiseOperation
,
CElementwiseOperation
>
:
public
DeviceGemm
<
AElementwiseOperation
,
BElementwiseOperation
,
CElementwiseOperation
>
{
{
...
@@ -264,7 +262,7 @@ struct DeviceGemmSplitKXdl
...
@@ -264,7 +262,7 @@ struct DeviceGemmSplitKXdl
AElementwiseOperation
a_element_op
,
AElementwiseOperation
a_element_op
,
BElementwiseOperation
b_element_op
,
BElementwiseOperation
b_element_op
,
CElementwiseOperation
c_element_op
,
CElementwiseOperation
c_element_op
,
index_t
desired_grid_
S
ize
)
index_t
desired_grid_
s
ize
)
:
p_a_grid_
{
p_a_grid
},
:
p_a_grid_
{
p_a_grid
},
p_b_grid_
{
p_b_grid
},
p_b_grid_
{
p_b_grid
},
p_c_grid_
{
p_c_grid
},
p_c_grid_
{
p_c_grid
},
...
@@ -278,7 +276,7 @@ struct DeviceGemmSplitKXdl
...
@@ -278,7 +276,7 @@ struct DeviceGemmSplitKXdl
a_element_op_
{
a_element_op
},
a_element_op_
{
a_element_op
},
b_element_op_
{
b_element_op
},
b_element_op_
{
b_element_op
},
c_element_op_
{
c_element_op
},
c_element_op_
{
c_element_op
},
desired_grid_size_
{
desired_grid_
S
ize
}
desired_grid_size_
{
desired_grid_
s
ize
}
{
{
int
KBatch
=
1
,
KPad
=
K
;
int
KBatch
=
1
,
KPad
=
K
;
std
::
tie
(
KBatch
,
KPad
)
=
std
::
tie
(
KBatch
,
KPad
)
=
...
...
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