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gaoqiong
composable_kernel
Commits
8160c31a
Commit
8160c31a
authored
Jan 28, 2022
by
Chao Liu
Browse files
clean up
parent
0e67221f
Changes
23
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Showing
20 changed files
with
287 additions
and
517 deletions
+287
-517
device_operation/device_gemm_xdl_f16_f16_f16_km_kn_mn_instance.cpp
...eration/device_gemm_xdl_f16_f16_f16_km_kn_mn_instance.cpp
+5
-16
device_operation/device_gemm_xdl_f16_f16_f16_km_nk_mn_instance.cpp
...eration/device_gemm_xdl_f16_f16_f16_km_nk_mn_instance.cpp
+5
-16
device_operation/device_gemm_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
...eration/device_gemm_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
+5
-16
device_operation/device_gemm_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
...eration/device_gemm_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
+5
-16
device_operation/device_gemm_xdl_f32_f32_f32_km_kn_mn_instance.cpp
...eration/device_gemm_xdl_f32_f32_f32_km_kn_mn_instance.cpp
+5
-17
device_operation/device_gemm_xdl_f32_f32_f32_km_nk_mn_instance.cpp
...eration/device_gemm_xdl_f32_f32_f32_km_nk_mn_instance.cpp
+5
-17
device_operation/device_gemm_xdl_f32_f32_f32_mk_kn_mn_instance.cpp
...eration/device_gemm_xdl_f32_f32_f32_mk_kn_mn_instance.cpp
+5
-17
device_operation/device_gemm_xdl_f32_f32_f32_mk_nk_mn_instance.cpp
...eration/device_gemm_xdl_f32_f32_f32_mk_nk_mn_instance.cpp
+5
-17
device_operation/device_gemm_xdl_splitk_f32_f32_f32_km_kn_mn_instance.cpp
.../device_gemm_xdl_splitk_f32_f32_f32_km_kn_mn_instance.cpp
+51
-0
device_operation/device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn_instance.cpp
.../device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn_instance.cpp
+51
-0
device_operation/device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn_instance.cpp
.../device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn_instance.cpp
+51
-0
device_operation/device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn_instance.cpp
.../device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn_instance.cpp
+56
-0
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
+0
-63
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
+0
-63
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
+0
-63
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
+0
-68
device_operation/include/device_gemm_instance.hpp
device_operation/include/device_gemm_instance.hpp
+0
-42
device_operation/include/device_gemm_splitk_xdl_instance.hpp
device_operation/include/device_gemm_splitk_xdl_instance.hpp
+0
-48
device_operation/include/device_gemm_xdl_splitk.hpp
device_operation/include/device_gemm_xdl_splitk.hpp
+22
-22
profiler/CMakeLists.txt
profiler/CMakeLists.txt
+16
-16
No files found.
device_operation/device_gemm_xdl_
instance_
f16_f16_f16_km_kn_mn.cpp
→
device_operation/device_gemm_xdl_f16_f16_f16_km_kn_mn
_instance
.cpp
View file @
8160c31a
#include <stdlib.h>
#include <stdlib.h>
#include "config.hpp"
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
...
@@ -21,7 +21,7 @@ using S = ck::Sequence<Is...>;
...
@@ -21,7 +21,7 @@ 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_
f16_f16_f16_km_kn_mn
=
using
device_gemm_xdl_f16_f16_f16_km_kn_mn
_instances
=
std
::
tuple
<
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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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|
...
@@ -39,21 +39,10 @@ using device_gemm_xdl_instance_f16_f16_f16_km_kn_mn =
...
@@ -39,21 +39,10 @@ using device_gemm_xdl_instance_f16_f16_f16_km_kn_mn =
// clang-format on
// clang-format on
>
;
>
;
template
<
>
void
add_device_gemm_xdl_f16_f16_f16_km_kn_mn_instances
(
void
add_device_gemm_instance
<
F16
,
F16
,
F16
,
Col
,
Row
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f16_f16_f16_km_kn_mn
;
add_device_operation_instances
(
instances
,
device_gemm_xdl_f16_f16_f16_km_kn_mn_instances
{});
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
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_
instance_
f16_f16_f16_km_nk_mn.cpp
→
device_operation/device_gemm_xdl_f16_f16_f16_km_nk_mn
_instance
.cpp
View file @
8160c31a
#include <stdlib.h>
#include <stdlib.h>
#include "config.hpp"
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
...
@@ -21,7 +21,7 @@ using S = ck::Sequence<Is...>;
...
@@ -21,7 +21,7 @@ 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_
f16_f16_f16_km_nk_mn
=
using
device_gemm_xdl_f16_f16_f16_km_nk_mn
_instances
=
std
::
tuple
<
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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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|
...
@@ -39,21 +39,10 @@ using device_gemm_xdl_instance_f16_f16_f16_km_nk_mn =
...
@@ -39,21 +39,10 @@ using device_gemm_xdl_instance_f16_f16_f16_km_nk_mn =
// clang-format on
// clang-format on
>
;
>
;
template
<
>
void
add_device_gemm_xdl_f16_f16_f16_km_nk_mn_instances
(
void
add_device_gemm_instance
<
F16
,
F16
,
F16
,
Col
,
Col
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f16_f16_f16_km_nk_mn
;
add_device_operation_instances
(
instances
,
device_gemm_xdl_f16_f16_f16_km_nk_mn_instances
{});
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
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_
instance_
f16_f16_f16_mk_kn_mn.cpp
→
device_operation/device_gemm_xdl_f16_f16_f16_mk_kn_mn
_instance
.cpp
View file @
8160c31a
#include <stdlib.h>
#include <stdlib.h>
#include "config.hpp"
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
...
@@ -21,7 +21,7 @@ using S = ck::Sequence<Is...>;
...
@@ -21,7 +21,7 @@ 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[k, n] = c[m, n]
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
using
device_gemm_xdl_
instance_
f16_f16_f16_mk_kn_mn
=
using
device_gemm_xdl_f16_f16_f16_mk_kn_mn
_instances
=
std
::
tuple
<
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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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|
...
@@ -39,21 +39,10 @@ using device_gemm_xdl_instance_f16_f16_f16_mk_kn_mn =
...
@@ -39,21 +39,10 @@ using device_gemm_xdl_instance_f16_f16_f16_mk_kn_mn =
// clang-format on
// clang-format on
>
;
>
;
template
<
>
void
add_device_gemm_xdl_f16_f16_f16_mk_kn_mn_instances
(
void
add_device_gemm_instance
<
F16
,
F16
,
F16
,
Row
,
Row
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f16_f16_f16_mk_kn_mn
;
add_device_operation_instances
(
instances
,
device_gemm_xdl_f16_f16_f16_mk_kn_mn_instances
{});
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
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_
instance_
f16_f16_f16_mk_nk_mn.cpp
→
device_operation/device_gemm_xdl_f16_f16_f16_mk_nk_mn
_instance
.cpp
View file @
8160c31a
#include <stdlib.h>
#include <stdlib.h>
#include "config.hpp"
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
...
@@ -21,7 +21,7 @@ using S = ck::Sequence<Is...>;
...
@@ -21,7 +21,7 @@ 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_
f16_f16_f16_mk_nk_mn
=
using
device_gemm_xdl_f16_f16_f16_mk_nk_mn
_instances
=
std
::
tuple
<
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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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|
...
@@ -44,21 +44,10 @@ using device_gemm_xdl_instance_f16_f16_f16_mk_nk_mn =
...
@@ -44,21 +44,10 @@ using device_gemm_xdl_instance_f16_f16_f16_mk_nk_mn =
// clang-format on
// clang-format on
>
;
>
;
template
<
>
void
add_device_gemm_xdl_f16_f16_f16_mk_nk_mn_instances
(
void
add_device_gemm_instance
<
F16
,
F16
,
F16
,
Row
,
Col
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f16_f16_f16_mk_nk_mn
;
add_device_operation_instances
(
instances
,
device_gemm_xdl_f16_f16_f16_mk_nk_mn_instances
{});
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
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_
instance_
f32_f32_f32_km_kn_mn.cpp
→
device_operation/device_gemm_xdl_f32_f32_f32_km_kn_mn
_instance
.cpp
View file @
8160c31a
#include <stdlib.h>
#include <stdlib.h>
#include "config.hpp"
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_splitk_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
...
@@ -22,7 +21,7 @@ using S = ck::Sequence<Is...>;
...
@@ -22,7 +21,7 @@ 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
=
using
device_gemm_xdl_f32_f32_f32_km_kn_mn
_instances
=
std
::
tuple
<
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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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|
...
@@ -40,21 +39,10 @@ using device_gemm_xdl_instance_f32_f32_f32_km_kn_mn =
...
@@ -40,21 +39,10 @@ using device_gemm_xdl_instance_f32_f32_f32_km_kn_mn =
// clang-format on
// clang-format on
>
;
>
;
template
<
>
void
add_device_gemm_xdl_f32_f32_f32_km_kn_mn_instances
(
void
add_device_gemm_instance
<
F32
,
F32
,
F32
,
Col
,
Row
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_km_kn_mn
;
add_device_operation_instances
(
instances
,
device_gemm_xdl_f32_f32_f32_km_kn_mn_instances
{});
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
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_
instance_
f32_f32_f32_km_nk_mn.cpp
→
device_operation/device_gemm_xdl_f32_f32_f32_km_nk_mn
_instance
.cpp
View file @
8160c31a
#include <stdlib.h>
#include <stdlib.h>
#include "config.hpp"
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_splitk_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
...
@@ -22,7 +21,7 @@ using S = ck::Sequence<Is...>;
...
@@ -22,7 +21,7 @@ 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
=
using
device_gemm_xdl_f32_f32_f32_km_nk_mn
_instances
=
std
::
tuple
<
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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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|
...
@@ -40,21 +39,10 @@ using device_gemm_xdl_instance_f32_f32_f32_km_nk_mn =
...
@@ -40,21 +39,10 @@ using device_gemm_xdl_instance_f32_f32_f32_km_nk_mn =
// clang-format on
// clang-format on
>
;
>
;
template
<
>
void
add_device_gemm_xdl_f32_f32_f32_km_nk_mn_instances
(
void
add_device_gemm_instance
<
F32
,
F32
,
F32
,
Col
,
Col
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_km_nk_mn
;
add_device_operation_instances
(
instances
,
device_gemm_xdl_f32_f32_f32_km_nk_mn_instances
{});
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
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_
instance_
f32_f32_f32_mk_kn_mn.cpp
→
device_operation/device_gemm_xdl_f32_f32_f32_mk_kn_mn
_instance
.cpp
View file @
8160c31a
#include <stdlib.h>
#include <stdlib.h>
#include "config.hpp"
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_splitk_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
...
@@ -22,7 +21,7 @@ using S = ck::Sequence<Is...>;
...
@@ -22,7 +21,7 @@ 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[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
=
using
device_gemm_xdl_f32_f32_f32_mk_kn_mn
_instances
=
std
::
tuple
<
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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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|
...
@@ -40,21 +39,10 @@ using device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn =
...
@@ -40,21 +39,10 @@ using device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn =
// clang-format on
// clang-format on
>
;
>
;
template
<
>
void
add_device_gemm_xdl_f32_f32_f32_mk_kn_mn_instances
(
void
add_device_gemm_instance
<
F32
,
F32
,
F32
,
Row
,
Row
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn
;
add_device_operation_instances
(
instances
,
device_gemm_xdl_f32_f32_f32_mk_kn_mn_instances
{});
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
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_
instance_
f32_f32_f32_mk_nk_mn.cpp
→
device_operation/device_gemm_xdl_f32_f32_f32_mk_nk_mn
_instance
.cpp
View file @
8160c31a
#include <stdlib.h>
#include <stdlib.h>
#include "config.hpp"
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_splitk_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
...
@@ -22,7 +21,7 @@ using S = ck::Sequence<Is...>;
...
@@ -22,7 +21,7 @@ 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
=
using
device_gemm_xdl_f32_f32_f32_mk_nk_mn
_instances
=
std
::
tuple
<
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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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|
...
@@ -45,21 +44,10 @@ using device_gemm_xdl_instance_f32_f32_f32_mk_nk_mn =
...
@@ -45,21 +44,10 @@ using device_gemm_xdl_instance_f32_f32_f32_mk_nk_mn =
// clang-format on
// clang-format on
>
;
>
;
template
<
>
void
add_device_gemm_xdl_f32_f32_f32_mk_nk_mn_instances
(
void
add_device_gemm_instance
<
F32
,
F32
,
F32
,
Row
,
Col
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_mk_nk_mn
;
add_device_operation_instances
(
instances
,
device_gemm_xdl_f32_f32_f32_mk_nk_mn_instances
{});
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
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_f32_f32_f32_km_kn_mn_instance.cpp
0 → 100644
View file @
8160c31a
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_splitk.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_gemm_xdl_splitk_f32_f32_f32_km_kn_mn_instances
=
std
::
tuple
<
// 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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//#################| 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|
//#################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
;
void
add_device_gemm_xdl_splitk_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f32_f32_f32_km_kn_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
device_operation/device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn_instance.cpp
0 → 100644
View file @
8160c31a
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_splitk.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[k, m] * b[n, k] = c[m, n]
using
device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn_instances
=
std
::
tuple
<
// 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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//#################| 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|
//#################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
;
void
add_device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
device_operation/device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn_instance.cpp
0 → 100644
View file @
8160c31a
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_splitk.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
using
device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn_instances
=
std
::
tuple
<
// 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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//#################| 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|
//#################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
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
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
4
,
true
,
7
,
1
>
,
DeviceGemmXdlSplitK
<
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
,
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
>
>
;
void
add_device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
device_operation/device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn_instance.cpp
0 → 100644
View file @
8160c31a
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_splitk.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn_instances
=
std
::
tuple
<
// 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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//#################| 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|
//#################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdlSplitK
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
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
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmXdlSplitK
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
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
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmXdlSplitK
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
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
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmXdlSplitK
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
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
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmXdlSplitK
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
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
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmXdlSplitK
<
F32
,
F32
,
F32
,
F32
,
Row
,
Col
,
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
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
true
,
7
,
1
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
,
DeviceGemmXdlSplitK
<
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
>
;
void
add_device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_km_kn_mn.cpp
deleted
100644 → 0
View file @
0e67221f
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_splitk_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// 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
<
// 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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
>
,
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
<
>
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Col
,
Row
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_km_kn_mn
;
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
gemm
=
Gemm
{};
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_km_nk_mn.cpp
deleted
100644 → 0
View file @
0e67221f
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_splitk_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// 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
<
// 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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
>
,
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
<
>
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Col
,
Col
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_km_nk_mn
;
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
gemm
=
Gemm
{};
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_mk_kn_mn.cpp
deleted
100644 → 0
View file @
0e67221f
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_splitk_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// 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
<
// 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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
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
,
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
>
>
;
template
<
>
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Row
,
Row
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn
;
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
gemm
=
Gemm
{};
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
device_operation/device_gemm_xdl_splitk_instance_f32_f32_f32_mk_nk_mn.cpp
deleted
100644 → 0
View file @
0e67221f
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl.hpp"
#include "device_gemm_splitk_xdl.hpp"
#include "device_gemm_instance.hpp"
#include "element_wise_operation.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// 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
<
// 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| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CThreadTransfer| CThreadTransfer|
//##########| 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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
>
,
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
<
>
void
add_device_splitk_gemm_instance
<
F32
,
F32
,
F32
,
Row
,
Col
,
Row
>
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
device_op_instances
)
{
using
DeviceGemms
=
device_gemm_instance
::
device_gemm_xdl_instance_f32_f32_f32_mk_nk_mn
;
const
auto
device_gemms
=
DeviceGemms
{};
ck
::
static_for
<
0
,
std
::
tuple_size_v
<
DeviceGemms
>
,
1
>
{}([
&
](
auto
i
)
{
using
Gemm
=
remove_cvref_t
<
decltype
(
std
::
get
<
i
>
(
device_gemms
))
>
;
auto
gemm
=
Gemm
{};
device_op_instances
.
push_back
(
std
::
make_unique
<
Gemm
>
(
gemm
));
});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
device_operation/include/device_gemm_instance.hpp
deleted
100644 → 0
View file @
0e67221f
#ifndef DEVICE_GEMM_INSTANTCE_HPP
#define DEVICE_GEMM_INSTANTCE_HPP
#include "device_gemm.hpp"
#include "element_wise_operation.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
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
,
typename
BDataType
,
typename
CDataType
,
typename
ALayout
,
typename
BLayout
,
typename
CLayout
>
void
add_device_gemm_instance
(
std
::
vector
<
DeviceGemmPtr
<
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
>>&
);
template
<
typename
ADataType
,
typename
BDataType
,
typename
CDataType
,
typename
ALayout
,
typename
BLayout
,
typename
CLayout
>
void
add_device_splitk_gemm_instance
(
std
::
vector
<
DeviceGemmPtr
<
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
>>&
);
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
#endif
device_operation/include/device_gemm_splitk_xdl_instance.hpp
deleted
100644 → 0
View file @
0e67221f
#ifndef DEVICE_GEMM_XDL_SPLITK_INSTANCE
#define DEVICE_GEMM_XDL_SPLITK_INSTANCE
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
template
<
>
void
add_device_splitk_gemm_instance
<
float
,
float
,
float
,
ck
::
tensor_layout
::
gemm
::
RowMajor
,
ck
::
tensor_layout
::
gemm
::
RowMajor
,
ck
::
tensor_layout
::
gemm
::
RowMajor
>
(
std
::
vector
<
DeviceGemmNoOpPtr
>&
);
template
<
>
void
add_device_splitk_gemm_instance
<
float
,
float
,
float
,
ck
::
tensor_layout
::
gemm
::
RowMajor
,
ck
::
tensor_layout
::
gemm
::
ColumnMajor
,
ck
::
tensor_layout
::
gemm
::
RowMajor
>
(
std
::
vector
<
DeviceGemmNoOpPtr
>&
);
template
<
>
void
add_device_splitk_gemm_instance
<
float
,
float
,
float
,
ck
::
tensor_layout
::
gemm
::
ColumnMajor
,
ck
::
tensor_layout
::
gemm
::
RowMajor
,
ck
::
tensor_layout
::
gemm
::
RowMajor
>
(
std
::
vector
<
DeviceGemmNoOpPtr
>&
);
template
<
>
void
add_device_splitk_gemm_instance
<
float
,
float
,
float
,
ck
::
tensor_layout
::
gemm
::
ColumnMajor
,
ck
::
tensor_layout
::
gemm
::
ColumnMajor
,
ck
::
tensor_layout
::
gemm
::
RowMajor
>
(
std
::
vector
<
DeviceGemmNoOpPtr
>&
);
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
#endif
device_operation/include/device_gemm_splitk
_xdl
.hpp
→
device_operation/include/device_gemm_
xdl_
splitk.hpp
View file @
8160c31a
...
@@ -55,7 +55,7 @@ template <typename ADataType,
...
@@ -55,7 +55,7 @@ template <typename ADataType,
bool
BBlockLdsAddExtraN
,
bool
BBlockLdsAddExtraN
,
ck
::
index_t
CThreadTransferSrcDstVectorDim
,
ck
::
index_t
CThreadTransferSrcDstVectorDim
,
ck
::
index_t
CThreadTransferDstScalarPerVector
>
ck
::
index_t
CThreadTransferDstScalarPerVector
>
struct
DeviceGemmSplitK
Xdl
struct
DeviceGemm
Xdl
SplitK
:
public
DeviceGemm
<
AElementwiseOperation
,
BElementwiseOperation
,
CElementwiseOperation
>
:
public
DeviceGemm
<
AElementwiseOperation
,
BElementwiseOperation
,
CElementwiseOperation
>
{
{
static
constexpr
auto
I0
=
Number
<
0
>
{};
static
constexpr
auto
I0
=
Number
<
0
>
{};
...
@@ -276,13 +276,13 @@ struct DeviceGemmSplitKXdl
...
@@ -276,13 +276,13 @@ struct DeviceGemmSplitKXdl
c_element_op_
{
c_element_op
},
c_element_op_
{
c_element_op
},
k_batch_
{
k_batch
}
k_batch_
{
k_batch
}
{
{
int
KPad
=
DeviceGemmSplitK
Xdl
::
GetKPad
(
K
,
k_batch_
);
int
KPad
=
DeviceGemm
Xdl
SplitK
::
GetKPad
(
K
,
k_batch_
);
a_grid_desc_kbatch_k0_m_k1_
=
DeviceGemmSplitK
Xdl
::
MakeAGridDescriptor_KBatch_K0_M_K1
(
a_grid_desc_kbatch_k0_m_k1_
=
DeviceGemm
Xdl
SplitK
::
MakeAGridDescriptor_KBatch_K0_M_K1
(
M
,
K
,
StrideA
,
k_batch_
,
KPad
);
M
,
K
,
StrideA
,
k_batch_
,
KPad
);
b_grid_desc_kbatch_k0_n_k1_
=
DeviceGemmSplitK
Xdl
::
MakeBGridDescriptor_KBatch_K0_N_K1
(
b_grid_desc_kbatch_k0_n_k1_
=
DeviceGemm
Xdl
SplitK
::
MakeBGridDescriptor_KBatch_K0_N_K1
(
K
,
N
,
StrideB
,
k_batch_
,
KPad
);
K
,
N
,
StrideB
,
k_batch_
,
KPad
);
c_grid_desc_m_n_
=
DeviceGemmSplitK
Xdl
::
MakeCGridDescriptor_M_N
(
M
,
N
,
StrideC
);
c_grid_desc_m_n_
=
DeviceGemm
Xdl
SplitK
::
MakeCGridDescriptor_M_N
(
M
,
N
,
StrideC
);
if
(
GridwiseGemm
::
CheckValidity
(
a_grid_desc_kbatch_k0_m_k1_
,
if
(
GridwiseGemm
::
CheckValidity
(
a_grid_desc_kbatch_k0_m_k1_
,
b_grid_desc_kbatch_k0_n_k1_
,
b_grid_desc_kbatch_k0_n_k1_
,
...
@@ -318,7 +318,7 @@ struct DeviceGemmSplitKXdl
...
@@ -318,7 +318,7 @@ struct DeviceGemmSplitKXdl
// Invoker
// Invoker
struct
Invoker
:
public
BaseInvoker
struct
Invoker
:
public
BaseInvoker
{
{
using
Argument
=
DeviceGemmSplitK
Xdl
::
Argument
;
using
Argument
=
DeviceGemm
Xdl
SplitK
::
Argument
;
void
ShowInfo
(
const
Argument
&
arg
)
void
ShowInfo
(
const
Argument
&
arg
)
{
{
...
@@ -412,13 +412,13 @@ struct DeviceGemmSplitKXdl
...
@@ -412,13 +412,13 @@ struct DeviceGemmSplitKXdl
GridwiseGemm
,
GridwiseGemm
,
ADataType
,
// TODO: distiguish A/B datatype
ADataType
,
// TODO: distiguish A/B datatype
CDataType
,
CDataType
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
AGridDesc_K0_M_K1
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
AGridDesc_K0_M_K1
>
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
>
,
AElementwiseOperation
,
AElementwiseOperation
,
BElementwiseOperation
,
BElementwiseOperation
,
CElementwiseOperation
,
CElementwiseOperation
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
Block2CTileMap
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
Block2CTileMap
>
,
true
>
;
true
>
;
Run
(
kernel
);
Run
(
kernel
);
...
@@ -429,13 +429,13 @@ struct DeviceGemmSplitKXdl
...
@@ -429,13 +429,13 @@ struct DeviceGemmSplitKXdl
GridwiseGemmAtomicAdd
,
GridwiseGemmAtomicAdd
,
ADataType
,
// TODO: distiguish A/B datatype
ADataType
,
// TODO: distiguish A/B datatype
CDataType
,
CDataType
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
AGridDesc_K0_M_K1
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
AGridDesc_K0_M_K1
>
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
>
,
AElementwiseOperation
,
AElementwiseOperation
,
BElementwiseOperation
,
BElementwiseOperation
,
CElementwiseOperation
,
CElementwiseOperation
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
Block2CTileMap
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
Block2CTileMap
>
,
true
>
;
true
>
;
Run
(
kernel
);
Run
(
kernel
);
...
@@ -449,13 +449,13 @@ struct DeviceGemmSplitKXdl
...
@@ -449,13 +449,13 @@ struct DeviceGemmSplitKXdl
GridwiseGemm
,
GridwiseGemm
,
ADataType
,
// TODO: distiguish A/B datatype
ADataType
,
// TODO: distiguish A/B datatype
CDataType
,
CDataType
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
AGridDesc_K0_M_K1
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
AGridDesc_K0_M_K1
>
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
>
,
AElementwiseOperation
,
AElementwiseOperation
,
BElementwiseOperation
,
BElementwiseOperation
,
CElementwiseOperation
,
CElementwiseOperation
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
Block2CTileMap
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
Block2CTileMap
>
,
false
>
;
false
>
;
Run
(
kernel
);
Run
(
kernel
);
...
@@ -466,13 +466,13 @@ struct DeviceGemmSplitKXdl
...
@@ -466,13 +466,13 @@ struct DeviceGemmSplitKXdl
GridwiseGemmAtomicAdd
,
GridwiseGemmAtomicAdd
,
ADataType
,
// TODO: distiguish A/B datatype
ADataType
,
// TODO: distiguish A/B datatype
CDataType
,
CDataType
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
AGridDesc_K0_M_K1
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
AGridDesc_K0_M_K1
>
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
>
,
AElementwiseOperation
,
AElementwiseOperation
,
BElementwiseOperation
,
BElementwiseOperation
,
CElementwiseOperation
,
CElementwiseOperation
,
remove_reference_t
<
DeviceGemmSplitK
Xdl
::
Block2CTileMap
>
,
remove_reference_t
<
DeviceGemm
Xdl
SplitK
::
Block2CTileMap
>
,
false
>
;
false
>
;
Run
(
kernel
);
Run
(
kernel
);
...
...
profiler/CMakeLists.txt
View file @
8160c31a
...
@@ -14,18 +14,18 @@ include_directories(BEFORE
...
@@ -14,18 +14,18 @@ include_directories(BEFORE
# device_gemm_instance
# device_gemm_instance
set
(
DEVICE_GEMM_INSTANCE_SOURCE
set
(
DEVICE_GEMM_INSTANCE_SOURCE
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_
instance_
f32_f32_f32_mk_kn_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_f32_f32_f32_mk_kn_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_
instance_
f32_f32_f32_mk_nk_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_f32_f32_f32_mk_nk_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_
instance_
f32_f32_f32_km_kn_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_f32_f32_f32_km_kn_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_
instance_
f32_f32_f32_km_nk_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_f32_f32_f32_km_nk_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_
instance_
f16_f16_f16_mk_kn_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_f16_f16_f16_mk_kn_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_
instance_
f16_f16_f16_mk_nk_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_f16_f16_f16_mk_nk_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_
instance_
f16_f16_f16_km_kn_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_f16_f16_f16_km_kn_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_
instance_
f16_f16_f16_km_nk_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_f16_f16_f16_km_nk_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_splitk_
instance_
f32_f32_f32_mk_kn_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_splitk_
instance_
f32_f32_f32_mk_nk_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_splitk_
instance_
f32_f32_f32_km_kn_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_splitk_f32_f32_f32_km_kn_mn
_instance
.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_splitk_
instance_
f32_f32_f32_km_nk_mn.cpp;
${
PROJECT_SOURCE_DIR
}
/device_operation/device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn
_instance
.cpp;
)
)
add_library
(
device_gemm_instance SHARED
${
DEVICE_GEMM_INSTANCE_SOURCE
}
)
add_library
(
device_gemm_instance SHARED
${
DEVICE_GEMM_INSTANCE_SOURCE
}
)
...
@@ -92,7 +92,7 @@ add_executable(ckProfiler ${PROFILER_SOURCE})
...
@@ -92,7 +92,7 @@ add_executable(ckProfiler ${PROFILER_SOURCE})
target_link_libraries
(
ckProfiler PRIVATE host_tensor
)
target_link_libraries
(
ckProfiler PRIVATE host_tensor
)
target_link_libraries
(
ckProfiler PRIVATE device_gemm_instance
)
target_link_libraries
(
ckProfiler PRIVATE device_gemm_instance
)
target_link_libraries
(
ckProfiler PRIVATE device_conv2d_fwd_instance
)
#
target_link_libraries(ckProfiler PRIVATE device_conv2d_fwd_instance)
target_link_libraries
(
ckProfiler PRIVATE device_conv2d_fwd_bias_relu_instance
)
#
target_link_libraries(ckProfiler PRIVATE device_conv2d_fwd_bias_relu_instance)
target_link_libraries
(
ckProfiler PRIVATE device_conv2d_fwd_bias_relu_add_instance
)
#
target_link_libraries(ckProfiler PRIVATE device_conv2d_fwd_bias_relu_add_instance)
target_link_libraries
(
ckProfiler PRIVATE device_conv2d_fwd_bias_relu_atomic_add_instance
)
#
target_link_libraries(ckProfiler PRIVATE device_conv2d_fwd_bias_relu_atomic_add_instance)
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