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gaoqiong
composable_kernel
Commits
b7ec2078
Commit
b7ec2078
authored
Nov 23, 2021
by
ltqin
Browse files
set c matrix zero
parent
d1998945
Changes
3
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3 changed files
with
61 additions
and
5 deletions
+61
-5
device_operation/device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn.cpp
...eration/device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn.cpp
+3
-1
device_operation/include/device_gemm_splitk_xdl.hpp
device_operation/include/device_gemm_splitk_xdl.hpp
+51
-0
profiler/include/profile_gemm.hpp
profiler/include/profile_gemm.hpp
+7
-4
No files found.
device_operation/device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn.cpp
View file @
b7ec2078
...
@@ -30,7 +30,9 @@ using device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn = std::tuple<
...
@@ -30,7 +30,9 @@ using device_gemm_xdl_instance_f32_f32_f32_mk_kn_mn = std::tuple<
//#################| Type| Type| Type| Type| | | | Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| SrcDstVectorDim| DstScalar| AddExtraM| AddExtraN|
//#################| Type| Type| Type| Type| | | | Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| ThreadSlice| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| SrcDstVectorDim| DstScalar| AddExtraM| AddExtraN|
//#################| | | | | | | | | | | | | | | Wave| Wave| Lengths_K0_N_K1| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| Lengths_K0_N_K1| Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| | |
//#################| | | | | | | | | | | | | | | Wave| Wave| Lengths_K0_N_K1| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| Lengths_K0_N_K1| Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| | |
//#################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//#################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
,
1
>
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
,
false
,
1
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
,
true
,
360
>
,
DeviceGemmSplitKXdl
<
F32
,
F32
,
F32
,
F32
,
Row
,
Row
,
Row
,
256
,
128
,
128
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
4
,
4
,
S
<
1
,
1
,
2
,
4
>
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
4
,
7
,
1
,
true
,
true
,
true
,
480
>
// clang-format on
// clang-format on
>
;
>
;
#else
#else
...
...
device_operation/include/device_gemm_splitk_xdl.hpp
View file @
b7ec2078
...
@@ -49,6 +49,7 @@ template <typename ADataType,
...
@@ -49,6 +49,7 @@ template <typename ADataType,
ck
::
index_t
CThreadTransferDstScalarPerVector
,
ck
::
index_t
CThreadTransferDstScalarPerVector
,
bool
ABlockLdsAddExtraM
,
bool
ABlockLdsAddExtraM
,
bool
BBlockLdsAddExtraN
,
bool
BBlockLdsAddExtraN
,
bool
IsSplitK
,
ck
::
index_t
DesiredGridSize
>
ck
::
index_t
DesiredGridSize
>
struct
DeviceGemmSplitKXdl
:
public
DeviceGemm
struct
DeviceGemmSplitKXdl
:
public
DeviceGemm
{
{
...
@@ -140,6 +141,8 @@ struct DeviceGemmSplitKXdl : public DeviceGemm
...
@@ -140,6 +141,8 @@ struct DeviceGemmSplitKXdl : public DeviceGemm
static
auto
GetKBatchAndKPad
(
index_t
M
,
index_t
N
,
index_t
K
)
static
auto
GetKBatchAndKPad
(
index_t
M
,
index_t
N
,
index_t
K
)
{
{
if
(
!
IsSplitK
)
return
std
::
make_tuple
(
1
,
K
);
const
auto
GridMN
=
M
*
N
/
(
MPerBlock
*
NPerBlock
);
const
auto
GridMN
=
M
*
N
/
(
MPerBlock
*
NPerBlock
);
const
index_t
KBatch
=
std
::
max
(
DesiredGridSize
/
GridMN
,
1
);
const
index_t
KBatch
=
std
::
max
(
DesiredGridSize
/
GridMN
,
1
);
const
index_t
K0
=
math
::
integer_divide_ceil
(
K
,
K1
*
K0PerBlock
*
KBatch
)
*
K0PerBlock
;
const
index_t
K0
=
math
::
integer_divide_ceil
(
K
,
K1
*
K0PerBlock
*
KBatch
)
*
K0PerBlock
;
...
@@ -244,6 +247,54 @@ struct DeviceGemmSplitKXdl : public DeviceGemm
...
@@ -244,6 +247,54 @@ struct DeviceGemmSplitKXdl : public DeviceGemm
ABlockLdsAddExtraM
,
ABlockLdsAddExtraM
,
BBlockLdsAddExtraN
>
;
BBlockLdsAddExtraN
>
;
// GridwiseGemm
using
GridwiseGemmAtomicAdd
=
GridwiseGemm_bk0mk1_bk0nk1_mn_xdlops_v2r4
<
BlockSize
,
ADataType
,
// TODO: distinguish A/B datatype
AccDataType
,
CDataType
,
InMemoryDataOperationEnum_t
::
AtomicAdd
,
AGridDesc_K0_M_K1
,
BGridDesc_K0_N_K1
,
CGridDesc_M_N
,
MPerBlock
,
NPerBlock
,
K0PerBlock
,
MPerXDL
,
NPerXDL
,
K1
,
MXdlPerWave
,
NXdlPerWave
,
ABlockTransferThreadSliceLengths_K0_M_K1
,
ABlockTransferThreadClusterLengths_K0_M_K1
,
ABlockTransferThreadClusterArrangeOrder
,
ABlockTransferSrcAccessOrder
,
ABlockTransferSrcVectorDim
,
ABlockTransferSrcScalarPerVector
,
ABlockTransferDstScalarPerVector_K1
,
false
,
// AThreadTransferSrcResetCoordinateAfterRun,
BBlockTransferThreadSliceLengths_K0_N_K1
,
BBlockTransferThreadClusterLengths_K0_N_K1
,
BBlockTransferThreadClusterArrangeOrder
,
BBlockTransferSrcAccessOrder
,
BBlockTransferSrcVectorDim
,
BBlockTransferSrcScalarPerVector
,
BBlockTransferDstScalarPerVector_K1
,
false
,
// BThreadTransferSrcResetCoordinateAfterRun,
Sequence
<
0
,
2
,
4
,
5
,
6
,
1
,
3
,
7
>
,
// CThreadTransferSrcDstAccessOrder,
CThreadTransferSrcDstVectorDim
,
CThreadTransferDstScalarPerVector
,
decltype
(
a_kbatch_k0_m_k1_grid_step_hacks
),
// AGridStepHacks,
decltype
(
b_kbatch_k0_n_k1_grid_step_hacks
),
// BGridStepHacks,
decltype
(
c_m0_n0_m1_n1_m2_m3_m4_n2_grid_step_hacks
),
// CGridStepHacks,
decltype
(
a_kbatch_k0_m_k1_grid_move_slice_window_step_hacks
),
// AGridMoveSliceWindowStepHacks,
decltype
(
b_kbatch_k0_n_k1_grid_move_slice_window_step_hacks
),
// BGridMoveSliceWindowStepHacks,
false
,
// CAccessOrderMRepeatNRepeat,
ABlockLdsAddExtraM
,
BBlockLdsAddExtraN
>
;
using
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
=
using
CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2
=
decltype
(
GridwiseGemm
::
MakeCM0N0M1N1M2M3M4N2GridDescriptor
(
CGridDesc_M_N
{}));
decltype
(
GridwiseGemm
::
MakeCM0N0M1N1M2M3M4N2GridDescriptor
(
CGridDesc_M_N
{}));
...
...
profiler/include/profile_gemm.hpp
View file @
b7ec2078
...
@@ -118,17 +118,20 @@ void profile_gemm(int do_verification,
...
@@ -118,17 +118,20 @@ void profile_gemm(int do_verification,
std
::
cout
<<
"b_k_n: "
<<
b_k_n
.
mDesc
<<
std
::
endl
;
std
::
cout
<<
"b_k_n: "
<<
b_k_n
.
mDesc
<<
std
::
endl
;
std
::
cout
<<
"c_m_n: "
<<
c_m_n_host_result
.
mDesc
<<
std
::
endl
;
std
::
cout
<<
"c_m_n: "
<<
c_m_n_host_result
.
mDesc
<<
std
::
endl
;
std
::
size_t
num_thread
=
std
::
thread
::
hardware_concurrency
();
switch
(
init_method
)
switch
(
init_method
)
{
{
case
0
:
break
;
case
0
:
break
;
case
1
:
case
1
:
a_m_k
.
GenerateTensorValue
(
GeneratorTensor_2
<
ADataType
>
{
-
5
,
5
});
a_m_k
.
GenerateTensorValue
(
GeneratorTensor_2
<
ADataType
>
{
-
5
,
5
}
,
num_thread
);
b_k_n
.
GenerateTensorValue
(
GeneratorTensor_2
<
BDataType
>
{
-
5
,
5
});
b_k_n
.
GenerateTensorValue
(
GeneratorTensor_2
<
BDataType
>
{
-
5
,
5
}
,
num_thread
);
break
;
break
;
default:
default:
a_m_k
.
GenerateTensorValue
(
GeneratorTensor_3
<
ADataType
>
{
0.0
,
1.0
});
a_m_k
.
GenerateTensorValue
(
GeneratorTensor_3
<
ADataType
>
{
0.0
,
1.0
}
,
num_thread
);
b_k_n
.
GenerateTensorValue
(
GeneratorTensor_3
<
BDataType
>
{
-
0.5
,
0.5
});
b_k_n
.
GenerateTensorValue
(
GeneratorTensor_3
<
BDataType
>
{
-
0.5
,
0.5
}
,
num_thread
);
}
}
// set zero to c_device_buf
c_m_n_device_result
.
GenerateTensorValue
(
GeneratorTensor_0
<
CDataType
>
{},
num_thread
);
if
(
do_verification
)
if
(
do_verification
)
{
{
...
...
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