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gaoqiong
composable_kernel
Commits
cca0ceee
Commit
cca0ceee
authored
Dec 30, 2021
by
ltqin
Browse files
add tunning parameters
parent
1b9e6e11
Changes
6
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Showing
6 changed files
with
22 additions
and
22 deletions
+22
-22
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
+5
-5
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
+5
-5
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
+3
-3
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
+5
-5
device_operation/include/device_gemm_instance.hpp
device_operation/include/device_gemm_instance.hpp
+4
-0
device_operation/include/device_gemm_xdl_instance.hpp
device_operation/include/device_gemm_xdl_instance.hpp
+0
-4
No files found.
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_km_kn_mn.cpp
View file @
cca0ceee
...
@@ -22,7 +22,7 @@ using S = ck::Sequence<Is...>;
...
@@ -22,7 +22,7 @@ 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
=
std
::
tuple
<
// clang-format off
// clang-format off
//##########| 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|
//##########| 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|
//##########| 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|
//##########| 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|
...
@@ -38,12 +38,12 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
...
@@ -38,12 +38,12 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
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
,
720
>
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
,
720
>
// clang-format on
// 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
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
/*
using DeviceGemms = device_gemm_instance::device_gemm_xdl_instance_f32_f32_f32_km_kn_mn;
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_km_kn_mn
;
const
auto
device_gemms
=
DeviceGemms
{};
const
auto
device_gemms
=
DeviceGemms
{};
...
@@ -53,7 +53,7 @@ void add_device_splitk_gemm_instance<F32, F32, F32, Col, Row, Row>(
...
@@ -53,7 +53,7 @@ void add_device_splitk_gemm_instance<F32, F32, F32, Col, Row, Row>(
auto
gemm
=
Gemm
{};
auto
gemm
=
Gemm
{};
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
});
*/
});
}
}
}
// namespace device_gemm_instance
}
// namespace device_gemm_instance
...
...
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_km_nk_mn.cpp
View file @
cca0ceee
...
@@ -22,7 +22,7 @@ using S = ck::Sequence<Is...>;
...
@@ -22,7 +22,7 @@ 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
=
std
::
tuple
<
// clang-format off
// clang-format off
//##########| 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|
//##########| 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|
//##########| 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|
//##########| 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|
...
@@ -38,12 +38,12 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
...
@@ -38,12 +38,12 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
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
,
720
>
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
,
720
>
// clang-format on
// 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
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
/*
using DeviceGemms = device_gemm_instance::device_gemm_xdl_instance_f32_f32_f32_km_nk_mn;
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_km_nk_mn
;
const
auto
device_gemms
=
DeviceGemms
{};
const
auto
device_gemms
=
DeviceGemms
{};
...
@@ -53,7 +53,7 @@ void add_device_splitk_gemm_instance<F32, F32, F32, Col, Col, Row>(
...
@@ -53,7 +53,7 @@ void add_device_splitk_gemm_instance<F32, F32, F32, Col, Col, Row>(
auto
gemm
=
Gemm
{};
auto
gemm
=
Gemm
{};
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
});
*/
});
}
}
}
// namespace device_gemm_instance
}
// namespace device_gemm_instance
...
...
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_mk_kn_mn.cpp
View file @
cca0ceee
...
@@ -28,15 +28,15 @@ using device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn = std::tuple<
...
@@ -28,15 +28,15 @@ using device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn = std::tuple<
//##########| 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|
//##########| 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|
//##########| | | | | | | | 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| | |
//##########| | | | | | | | 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| | |
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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
,
720
>
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
,
720
>
,
/*
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, 720>,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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
,
720
>
,
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<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, 720>
*/
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
<
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
,
720
>
>
;
>
;
template
<
>
template
<
>
...
...
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_mk_nk_mn.cpp
View file @
cca0ceee
...
@@ -22,7 +22,7 @@ using S = ck::Sequence<Is...>;
...
@@ -22,7 +22,7 @@ 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
=
std
::
tuple
<
// clang-format off
// clang-format off
//##########| 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|
//##########| 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|
//##########| 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|
//##########| 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|
...
@@ -43,12 +43,12 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
...
@@ -43,12 +43,12 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
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
,
720
>
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
,
720
>
// clang-format on
// 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
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
/*
using DeviceGemms = device_gemm_instance::device_gemm_xdl_instance_f32_f32_f32_mk_nk_mn;
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_mk_nk_mn
;
const
auto
device_gemms
=
DeviceGemms
{};
const
auto
device_gemms
=
DeviceGemms
{};
...
@@ -58,7 +58,7 @@ void add_device_splitk_gemm_instance<F32, F32, F32, Row, Col, Row>(
...
@@ -58,7 +58,7 @@ void add_device_splitk_gemm_instance<F32, F32, F32, Row, Col, Row>(
auto
gemm
=
Gemm
{};
auto
gemm
=
Gemm
{};
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
});
*/
});
}
}
}
// namespace device_gemm_instance
}
// namespace device_gemm_instance
...
...
device_operation/include/device_gemm_instance.hpp
View file @
cca0ceee
...
@@ -9,6 +9,10 @@ namespace tensor_operation {
...
@@ -9,6 +9,10 @@ namespace tensor_operation {
namespace
device
{
namespace
device
{
namespace
device_gemm_instance
{
namespace
device_gemm_instance
{
using
DeviceGemmNoOpPtr
=
DeviceGemmPtr
<
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
>
;
template
<
typename
ADataType
,
template
<
typename
ADataType
,
typename
BDataType
,
typename
BDataType
,
typename
CDataType
,
typename
CDataType
,
...
...
device_operation/include/device_gemm_xdl_instance.hpp
View file @
cca0ceee
...
@@ -5,10 +5,6 @@ namespace tensor_operation {
...
@@ -5,10 +5,6 @@ namespace tensor_operation {
namespace
device
{
namespace
device
{
namespace
device_gemm_instance
{
namespace
device_gemm_instance
{
using
DeviceGemmNoOpPtr
=
DeviceGemmPtr
<
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
>
;
template
<
>
template
<
>
void
add_device_splitk_gemm_instance
<
float
,
void
add_device_splitk_gemm_instance
<
float
,
float
,
float
,
...
...
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