Skip to content
GitLab
Menu
Projects
Groups
Snippets
Loading...
Help
Help
Support
Community forum
Keyboard shortcuts
?
Submit feedback
Contribute to GitLab
Sign in / Register
Toggle navigation
Menu
Open sidebar
gaoqiong
composable_kernel
Commits
8540bcc4
"...container-toolkit.git" did not exist on "3be6c25c1341cdc48dce88554fd1997a6b0bdfd2"
Commit
8540bcc4
authored
Jun 12, 2023
by
Bartlomiej Kocot
Browse files
reproducer2
parent
3782ed3b
Changes
7
Expand all
Hide whitespace changes
Inline
Side-by-side
Showing
7 changed files
with
138 additions
and
134 deletions
+138
-134
library/include/ck/library/tensor_operation_instance/gpu/batched_gemm_multi_d.hpp
...ry/tensor_operation_instance/gpu/batched_gemm_multi_d.hpp
+39
-39
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/CMakeLists.txt
...peration_instance/gpu/batched_gemm_multi_d/CMakeLists.txt
+3
-0
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_instance.cpp
...ched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_instance.cpp
+30
-29
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_instance.cpp
...ched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_instance.cpp
+30
-30
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_instance.cpp
...ched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_instance.cpp
+30
-30
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gnk_gmn_instance.cpp
...ched_gemm_multi_d_dl_f16_f16_f16_gmk_gnk_gmn_instance.cpp
+2
-2
test/batched_gemm_multi_d/test_batched_gemm_multi_d.cpp
test/batched_gemm_multi_d/test_batched_gemm_multi_d.cpp
+4
-4
No files found.
library/include/ck/library/tensor_operation_instance/gpu/batched_gemm_multi_d.hpp
View file @
8540bcc4
...
@@ -19,44 +19,44 @@ namespace tensor_operation {
...
@@ -19,44 +19,44 @@ namespace tensor_operation {
namespace
device
{
namespace
device
{
namespace
instance
{
namespace
instance
{
//
void add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_instances(
void
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_instances
(
//
std::vector<std::unique_ptr<DeviceBatchedGemmMultiD<Col,
std
::
vector
<
std
::
unique_ptr
<
DeviceBatchedGemmMultiD
<
Col
,
//
Row,
Row
,
//
Empty_Tuple,
Empty_Tuple
,
//
Row,
Row
,
//
F16,
F16
,
//
F16,
F16
,
//
Empty_Tuple,
Empty_Tuple
,
//
F16,
F16
,
//
PassThrough,
PassThrough
,
//
PassThrough,
PassThrough
,
//
PassThrough>>>& instances);
PassThrough
>>>&
instances
);
//
void add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_instances(
void
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_instances
(
//
std::vector<std::unique_ptr<DeviceBatchedGemmMultiD<Col,
std
::
vector
<
std
::
unique_ptr
<
DeviceBatchedGemmMultiD
<
Col
,
//
Col,
Col
,
//
Empty_Tuple,
Empty_Tuple
,
//
Row,
Row
,
//
F16,
F16
,
//
F16,
F16
,
//
Empty_Tuple,
Empty_Tuple
,
//
F16,
F16
,
//
PassThrough,
PassThrough
,
//
PassThrough,
PassThrough
,
//
PassThrough>>>& instances);
PassThrough
>>>&
instances
);
//
void add_device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_instances(
void
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_instances
(
//
std::vector<std::unique_ptr<DeviceBatchedGemmMultiD<Row,
std
::
vector
<
std
::
unique_ptr
<
DeviceBatchedGemmMultiD
<
Row
,
//
Row,
Row
,
//
Empty_Tuple,
Empty_Tuple
,
//
Row,
Row
,
//
F16,
F16
,
//
F16,
F16
,
//
Empty_Tuple,
Empty_Tuple
,
//
F16,
F16
,
//
PassThrough,
PassThrough
,
//
PassThrough,
PassThrough
,
//
PassThrough>>>& instances);
PassThrough
>>>&
instances
);
void
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gnk_gmn_instances
(
void
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gnk_gmn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceBatchedGemmMultiD
<
Row
,
std
::
vector
<
std
::
unique_ptr
<
DeviceBatchedGemmMultiD
<
Row
,
...
@@ -268,7 +268,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceBatche
...
@@ -268,7 +268,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceBatche
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
ELayout
,
Row
>
)
is_same_v
<
ELayout
,
Row
>
)
{
{
//
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_instances(op_ptrs);
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_instances
(
op_ptrs
);
// add_device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_irregular_instances(
// add_device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_irregular_instances(
// op_ptrs);
// op_ptrs);
}
}
...
@@ -282,14 +282,14 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceBatche
...
@@ -282,14 +282,14 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceBatche
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
ELayout
,
Row
>
)
is_same_v
<
ELayout
,
Row
>
)
{
{
//
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_instances(op_ptrs);
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_instances
(
op_ptrs
);
// add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_irregular_instances(
// add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_irregular_instances(
// op_ptrs);
// op_ptrs);
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
ELayout
,
Row
>
)
is_same_v
<
ELayout
,
Row
>
)
{
{
//
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_instances(op_ptrs);
add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_instances
(
op_ptrs
);
// add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_irregular_instances(
// add_device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_irregular_instances(
// op_ptrs);
// op_ptrs);
}
}
...
...
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/CMakeLists.txt
View file @
8540bcc4
add_instance_library
(
device_batched_gemm_multi_d_instance
add_instance_library
(
device_batched_gemm_multi_d_instance
device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gnk_gmn_instance
device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gnk_gmn_instance
device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_instance
device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_instance
device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_instance
)
)
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gkn_gmn_instance.cpp
View file @
8540bcc4
This diff is collapsed.
Click to expand it.
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/device_batched_gemm_multi_d_dl_f16_f16_f16_gkm_gnk_gmn_instance.cpp
View file @
8540bcc4
This diff is collapsed.
Click to expand it.
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gkn_gmn_instance.cpp
View file @
8540bcc4
This diff is collapsed.
Click to expand it.
library/src/tensor_operation_instance/gpu/batched_gemm_multi_d/device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gnk_gmn_instance.cpp
View file @
8540bcc4
...
@@ -59,8 +59,8 @@ using device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gnk_gmn_instances = std::tu
...
@@ -59,8 +59,8 @@ using device_batched_gemm_multi_d_dl_f16_f16_f16_gmk_gnk_gmn_instances = std::tu
// DeviceBatchedGemmMultipleD_Dl< Row, Col, Empty_Tuple, Row, F16, F16, F32, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmDefault, 16, 16, 16, 16, 2, 2, 2, 1, S<2, 2>, S<2, 2>, S<4, 1, 4, 2>, S<4, 1, 4, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<4, 1, 4, 2>, S<4, 1, 4, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<0, 1, 2, 3, 4, 5>, 5, 2>,
// DeviceBatchedGemmMultipleD_Dl< Row, Col, Empty_Tuple, Row, F16, F16, F32, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmDefault, 16, 16, 16, 16, 2, 2, 2, 1, S<2, 2>, S<2, 2>, S<4, 1, 4, 2>, S<4, 1, 4, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<4, 1, 4, 2>, S<4, 1, 4, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<0, 1, 2, 3, 4, 5>, 5, 2>,
// DeviceBatchedGemmMultipleD_Dl< Row, Col, Empty_Tuple, Row, F16, F16, F32, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmDefault, 16, 16, 16, 16, 2, 2, 2, 1, S<1, 4>, S<1, 4>, S<4, 1, 4, 2>, S<4, 1, 4, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<4, 1, 4, 2>, S<4, 1, 4, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<0, 1, 2, 3, 4, 5>, 5, 2>,
// DeviceBatchedGemmMultipleD_Dl< Row, Col, Empty_Tuple, Row, F16, F16, F32, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmDefault, 16, 16, 16, 16, 2, 2, 2, 1, S<1, 4>, S<1, 4>, S<4, 1, 4, 2>, S<4, 1, 4, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<4, 1, 4, 2>, S<4, 1, 4, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<0, 1, 2, 3, 4, 5>, 5, 2>,
// MPerBlock=8, NPerBlock=64
// MPerBlock=8, NPerBlock=64
//
DeviceBatchedGemmMultipleD_Dl< Row, Col, Empty_Tuple, Row, F16, F16, F32, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmDefault, 64, 8, 64, 32, 2, 1, 2, 1, S<4, 1>, S<8, 2>, S<4, 1, 1, 2>, S<8, 1, 8, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<8, 1, 4, 2>, S<4, 1, 16, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<0, 1, 2, 3, 4, 5>, 5, 2>,
DeviceBatchedGemmMultipleD_Dl
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
4
,
1
>
,
S
<
8
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
2
>
,
//
DeviceBatchedGemmMultipleD_Dl< Row, Col, Empty_Tuple, Row, F16, F16, F32, Empty_Tuple, F16, PassThrough, PassThrough, PassThrough, GemmDefault, 64, 8, 64, 32, 2, 1, 2, 1, S<2, 2>, S<8, 2>, S<4, 1, 1, 2>, S<8, 1, 8, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<8, 1, 4, 2>, S<4, 1, 16, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 2>, S<1, 2, 0, 3>, S<1, 1, 1, 2>, S<0, 1, 2, 3, 4, 5>, 5, 2>,
DeviceBatchedGemmMultipleD_Dl
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
8
,
64
,
32
,
2
,
1
,
2
,
1
,
S
<
2
,
2
>
,
S
<
8
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
2
>
,
// MPerBlock=64, NPerBlock=8
// MPerBlock=64, NPerBlock=8
DeviceBatchedGemmMultipleD_Dl
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
4
,
1
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceBatchedGemmMultipleD_Dl
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
4
,
1
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
,
DeviceBatchedGemmMultipleD_Dl
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
DeviceBatchedGemmMultipleD_Dl
<
Row
,
Col
,
Empty_Tuple
,
Row
,
F16
,
F16
,
F32
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
64
,
64
,
8
,
32
,
2
,
2
,
1
,
1
,
S
<
8
,
2
>
,
S
<
2
,
2
>
,
S
<
8
,
1
,
4
,
2
>
,
S
<
4
,
1
,
16
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
8
,
1
,
8
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
1
>
...
...
test/batched_gemm_multi_d/test_batched_gemm_multi_d.cpp
View file @
8540bcc4
...
@@ -61,10 +61,10 @@ class TestBatchedGemmMultiD : public ::testing::Test
...
@@ -61,10 +61,10 @@ class TestBatchedGemmMultiD : public ::testing::Test
}
}
};
};
using
KernelTypes
=
::
testing
::
Types
<
//
std::tuple<Row, Row, Row>,
using
KernelTypes
=
::
testing
::
Types
<
std
::
tuple
<
Row
,
Row
,
Row
>
,
std
::
tuple
<
Row
,
Col
,
Row
>
std
::
tuple
<
Row
,
Col
,
Row
>
,
//
std::tuple<Col, Row, Row>,
std
::
tuple
<
Col
,
Row
,
Row
>
,
//
std::tuple<Col, Col, Row>
std
::
tuple
<
Col
,
Col
,
Row
>
>
;
>
;
}
// namespace
}
// namespace
...
...
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
.
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment