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mindspore
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bae2ada7
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mindspore
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bae2ada7
编写于
4年前
作者:
E
etone-chan
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add matmul confusiontranspose buffer fusion
上级
c3ab044f
变更
3
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3 changed file
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115 addition
and
0 deletion
+115
-0
mindspore/ccsrc/backend/optimizer/ascend/ascend_backend_optimization.cc
...c/backend/optimizer/ascend/ascend_backend_optimization.cc
+1
-0
mindspore/ccsrc/backend/optimizer/ascend/buffer_fusion/matmul_confusiontranspose_fusion_pass.cc
...nd/buffer_fusion/matmul_confusiontranspose_fusion_pass.cc
+66
-0
mindspore/ccsrc/backend/optimizer/ascend/buffer_fusion/matmul_confusiontranspose_fusion_pass.h
...end/buffer_fusion/matmul_confusiontranspose_fusion_pass.h
+48
-0
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mindspore/ccsrc/backend/optimizer/ascend/ascend_backend_optimization.cc
浏览文件 @
bae2ada7
...
...
@@ -80,6 +80,7 @@
#include "backend/optimizer/ascend/buffer_fusion/conv_single_in_fusion_pass.h"
#include "backend/optimizer/ascend/buffer_fusion/conv_double_in_fusion_pass.h"
#include "backend/optimizer/ascend/buffer_fusion/matmul_eltwise_fusion_pass.h"
#include "backend/optimizer/ascend/buffer_fusion/matmul_confusiontranspose_fusion_pass.h"
#include "backend/optimizer/ascend/buffer_fusion/depthwiseconv_eltwise_fusion_pass.h"
#include "backend/optimizer/ascend/buffer_fusion/bnupdate_eltwise_fusion_pass.h"
#include "backend/optimizer/ascend/buffer_fusion/bnupdate_eltwise_eltwise_fusion_pass.h"
...
...
This diff is collapsed.
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mindspore/ccsrc/backend/optimizer/ascend/buffer_fusion/matmul_confusiontranspose_fusion_pass.cc
0 → 100644
浏览文件 @
bae2ada7
/**
* Copyright 2020 Huawei Technologies Co., Ltd
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include "backend/optimizer/ascend/buffer_fusion/matmul_confusiontranspose_fusion_pass.h"
#include <vector>
#include <unordered_set>
#include <memory>
#include <string>
#include "backend/kernel_compiler/kernel_fusion.h"
#include "debug/anf_ir_dump.h"
#include "backend/session/anf_runtime_algorithm.h"
#include "frontend/operator/ops.h"
#include "utils/ms_context.h"
#include "backend/optimizer/common/fusion_id_allocator.h"
namespace
mindspore
{
namespace
opt
{
void
MatmulConfusionTranposeFusionPass
::
MatchMatmulConfusionTranpose
(
const
CNodePtr
&
cnode
,
const
session
::
KernelGraph
&
kernel_graph
,
FusedNodeRecord
*
candidate_fusion
)
{
MS_EXCEPTION_IF_NULL
(
cnode
);
MS_EXCEPTION_IF_NULL
(
candidate_fusion
);
auto
manager
=
kernel_graph
.
manager
();
MS_EXCEPTION_IF_NULL
(
manager
);
auto
matmul
=
cnode
->
input
(
1
);
MS_EXCEPTION_IF_NULL
(
matmul
);
if
(
matmul
->
isa
<
CNode
>
()
&&
AnfAlgo
::
CheckPrimitiveType
(
matmul
,
prim
::
kPrimMatMul
))
{
std
::
vector
<
int
>
output_used_num
{
SizeToInt
(
manager
->
node_users
()[
matmul
].
size
())};
AnfAlgo
::
SetNodeAttr
(
kAttrOutputUsedNum
,
MakeValue
(
output_used_num
),
matmul
);
std
::
unordered_set
<
AnfNodePtr
>
record
{
cnode
,
matmul
};
candidate_fusion
->
push_back
(
record
);
SetRecordFusionId
(
record
);
}
}
void
MatmulConfusionTranposeFusionPass
::
MatchSingleFusionPattern
(
const
session
::
KernelGraph
&
kernel_graph
,
FusedNodeRecord
*
candidate_fusion
)
{
MS_EXCEPTION_IF_NULL
(
candidate_fusion
);
std
::
vector
<
AnfNodePtr
>
node_list
=
TopoSort
(
kernel_graph
.
get_return
());
for
(
auto
&
node
:
node_list
)
{
if
(
!
AnfAlgo
::
IsRealCNodeKernel
(
node
)
||
fusion_id_allocator
->
HasFusionIdAttr
(
node
)
||
AnfAlgo
::
CheckPrimitiveType
(
node
,
prim
::
kPrimReturn
))
{
continue
;
}
auto
cnode
=
node
->
cast
<
CNodePtr
>
();
MS_EXCEPTION_IF_NULL
(
cnode
);
if
(
AnfAlgo
::
GetCNodeName
(
cnode
)
==
kConfusionTransposeDOpName
)
{
MatchMatmulConfusionTranpose
(
cnode
,
kernel_graph
,
candidate_fusion
);
}
}
}
}
// namespace opt
}
// namespace mindspore
This diff is collapsed.
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mindspore/ccsrc/backend/optimizer/ascend/buffer_fusion/matmul_confusiontranspose_fusion_pass.h
0 → 100644
浏览文件 @
bae2ada7
/**
* Copyright 2020 Huawei Technologies Co., Ltd
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#ifndef MINDSPORE_CCSRC_BACKEND_OPTIMIZER_ASCEND_BUFFER_FUSION_PASS_MATMUL_CONFUSIONTRANSPOSE_FUSION_PASS_H_
#define MINDSPORE_CCSRC_BACKEND_OPTIMIZER_ASCEND_BUFFER_FUSION_PASS_MATMUL_CONFUSIONTRANSPOSE_FUSION_PASS_H_
#include <unordered_set>
#include <vector>
#include "backend/optimizer/ascend/buffer_fusion/fusion_base_pass.h"
#include "ir/anf.h"
#include "backend/optimizer/common/pass.h"
#include "backend/optimizer/common/fusion_id_allocator.h"
#include "runtime/device/kernel_info.h"
#include "backend/kernel_compiler/kernel.h"
#include "backend/session/kernel_graph.h"
namespace
mindspore
{
namespace
opt
{
using
FusedNodeRecord
=
std
::
vector
<
std
::
unordered_set
<
AnfNodePtr
>>
;
class
MatmulConfusionTranposeFusionPass
:
public
FusionBasePass
{
public:
explicit
MatmulConfusionTranposeFusionPass
(
FusionIdAllocatorPtr
idAllocator
)
:
FusionBasePass
(
"MatmulConfusionTranposeFusionPass"
,
idAllocator
)
{}
~
MatmulConfusionTranposeFusionPass
()
override
=
default
;
void
MatchSingleFusionPattern
(
const
session
::
KernelGraph
&
kernel_graph
,
FusedNodeRecord
*
candidate_fusion
)
override
;
private:
void
MatchMatmulConfusionTranpose
(
const
CNodePtr
&
cnode
,
const
session
::
KernelGraph
&
kernel_graph
,
FusedNodeRecord
*
candidate_fusion
);
};
}
// namespace opt
}
// namespace mindspore
#endif // MINDSPORE_CCSRC_BACKEND_OPTIMIZER_ASCEND_BUFFER_FUSION_PASS_MATMUL_CONFUSIONTRANSPOSE_FUSION_PASS_H_
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