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f68f1480
编写于
6月 04, 2018
作者:
L
liuruilong
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
format files
上级
1f6f8d57
变更
11
隐藏空白更改
内联
并排
Showing
11 changed file
with
43 addition
and
40 deletion
+43
-40
src/common/types.h
src/common/types.h
+1
-2
src/framework/operator.h
src/framework/operator.h
+3
-1
src/framework/program/program-optimize/node.cpp
src/framework/program/program-optimize/node.cpp
+3
-4
src/framework/program/program-optimize/node.h
src/framework/program/program-optimize/node.h
+3
-3
src/framework/program/program-optimize/program_optimize.cpp
src/framework/program/program-optimize/program_optimize.cpp
+6
-6
src/operators/fusion_conv_add.cpp
src/operators/fusion_conv_add.cpp
+1
-3
src/operators/fusion_conv_add.h
src/operators/fusion_conv_add.h
+13
-11
src/operators/fusion_conv_add_relu_op.h
src/operators/fusion_conv_add_relu_op.h
+3
-1
src/operators/fusion_fc_op.h
src/operators/fusion_fc_op.h
+4
-2
src/operators/kernel/mali/conv_kernel.cpp
src/operators/kernel/mali/conv_kernel.cpp
+4
-5
test/framework/test_optimize.cpp
test/framework/test_optimize.cpp
+2
-2
未找到文件。
src/common/types.h
浏览文件 @
f68f1480
...
@@ -117,6 +117,5 @@ static std::unordered_map<
...
@@ -117,6 +117,5 @@ static std::unordered_map<
{
G_OP_TYPE_PRIOR_BOX
,
{{
"Image"
,
"Input"
},
{
"Boxes"
,
"Variances"
}}},
{
G_OP_TYPE_PRIOR_BOX
,
{{
"Image"
,
"Input"
},
{
"Boxes"
,
"Variances"
}}},
{
G_OP_TYPE_MULTICLASS_NMS
,
{{
"BBoxes"
,
"Scores"
},
{
"Out"
}}},
{
G_OP_TYPE_MULTICLASS_NMS
,
{{
"BBoxes"
,
"Scores"
},
{
"Out"
}}},
{
G_OP_TYPE_RESHAPE
,
{{
"X"
},
{
"Out"
}}},
{
G_OP_TYPE_RESHAPE
,
{{
"X"
},
{
"Out"
}}},
{
G_OP_TYPE_DEPTHWISE_CONV
,
{{
"Input"
},
{
"Output"
}}}
{
G_OP_TYPE_DEPTHWISE_CONV
,
{{
"Input"
},
{
"Output"
}}}};
};
}
// namespace paddle_mobile
}
// namespace paddle_mobile
src/framework/operator.h
浏览文件 @
f68f1480
...
@@ -145,7 +145,9 @@ class FusionOpMatcher : PaddleMobileObject {
...
@@ -145,7 +145,9 @@ class FusionOpMatcher : PaddleMobileObject {
virtual
std
::
string
Type
()
=
0
;
virtual
std
::
string
Type
()
=
0
;
virtual
void
FolderNodes
(
Node
*
node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
Node
>>
*
removed_nodes
)
{
virtual
void
FolderNodes
(
Node
*
node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
Node
>>
*
removed_nodes
)
{
node
->
Folder
(
node_
.
Depth
(),
Type
(),
{},
removed_nodes
);
node
->
Folder
(
node_
.
Depth
(),
Type
(),
{},
removed_nodes
);
}
}
...
...
src/framework/program/program-optimize/node.cpp
浏览文件 @
f68f1480
...
@@ -254,8 +254,7 @@ void Node::Folder(
...
@@ -254,8 +254,7 @@ void Node::Folder(
std
::
shared_ptr
<
framework
::
OpDesc
>
op_desc
,
std
::
shared_ptr
<
framework
::
OpDesc
>
op_desc
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
outputs
,
uint
index
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
outputs
,
uint
index
,
std
::
map
<
std
::
string
,
std
::
pair
<
std
::
string
,
std
::
string
>>
*
change
,
std
::
map
<
std
::
string
,
std
::
pair
<
std
::
string
,
std
::
string
>>
*
change
,
Node
*
begin_node
,
Node
*
begin_node
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
removed_nodes
)
{
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
removed_nodes
)
{
if
(
change
->
find
(
this
->
type_
)
!=
change
->
end
())
{
if
(
change
->
find
(
this
->
type_
)
!=
change
->
end
())
{
auto
change_pair
=
(
*
change
)[
this
->
type_
];
auto
change_pair
=
(
*
change
)[
this
->
type_
];
op_desc
->
GetInputs
()[
change_pair
.
second
]
=
op_desc
->
GetInputs
()[
change_pair
.
second
]
=
...
@@ -269,7 +268,8 @@ void Node::Folder(
...
@@ -269,7 +268,8 @@ void Node::Folder(
--
index
;
--
index
;
for
(
auto
output
:
outputs_
)
{
for
(
auto
output
:
outputs_
)
{
removed_nodes
->
push_back
(
output
);
removed_nodes
->
push_back
(
output
);
output
->
Folder
(
op_desc
,
outputs
,
index
,
change
,
begin_node
,
removed_nodes
);
output
->
Folder
(
op_desc
,
outputs
,
index
,
change
,
begin_node
,
removed_nodes
);
}
}
}
else
{
}
else
{
for
(
auto
&
op_output
:
this
->
op_desc_
->
outputs_
)
{
for
(
auto
&
op_output
:
this
->
op_desc_
->
outputs_
)
{
...
@@ -282,7 +282,6 @@ void Node::Folder(
...
@@ -282,7 +282,6 @@ void Node::Folder(
if
(
iter
!=
output
->
inputs_
.
end
())
{
if
(
iter
!=
output
->
inputs_
.
end
())
{
output
->
inputs_
.
erase
(
iter
);
output
->
inputs_
.
erase
(
iter
);
}
}
output
->
inputs_
.
push_back
(
begin_node
);
output
->
inputs_
.
push_back
(
begin_node
);
outputs
->
push_back
(
output
);
outputs
->
push_back
(
output
);
...
...
src/framework/program/program-optimize/node.h
浏览文件 @
f68f1480
...
@@ -43,7 +43,8 @@ class Node : PaddleMobileObject {
...
@@ -43,7 +43,8 @@ class Node : PaddleMobileObject {
uint
Depth
(
uint
begin
=
0
);
uint
Depth
(
uint
begin
=
0
);
Node
&
Folder
(
Node
&
Folder
(
uint
size
,
std
::
string
type
,
uint
size
,
std
::
string
type
,
std
::
map
<
std
::
string
,
std
::
pair
<
std
::
string
,
std
::
string
>>
change_map
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
removed_nodes
);
std
::
map
<
std
::
string
,
std
::
pair
<
std
::
string
,
std
::
string
>>
change_map
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
removed_nodes
);
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
OpDescs
(
uint
size
);
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
OpDescs
(
uint
size
);
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
OpDescs
();
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
OpDescs
();
std
::
shared_ptr
<
framework
::
OpDesc
>
OpDescOfNode
()
{
return
op_desc_
;
}
std
::
shared_ptr
<
framework
::
OpDesc
>
OpDescOfNode
()
{
return
op_desc_
;
}
...
@@ -63,8 +64,7 @@ class Node : PaddleMobileObject {
...
@@ -63,8 +64,7 @@ class Node : PaddleMobileObject {
std
::
shared_ptr
<
framework
::
OpDesc
>
op_desc
,
std
::
shared_ptr
<
framework
::
OpDesc
>
op_desc
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
outputs
,
uint
index
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
outputs
,
uint
index
,
std
::
map
<
std
::
string
,
std
::
pair
<
std
::
string
,
std
::
string
>>
*
change
,
std
::
map
<
std
::
string
,
std
::
pair
<
std
::
string
,
std
::
string
>>
*
change
,
Node
*
begin_node
,
Node
*
begin_node
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
removed_nodes
);
std
::
vector
<
std
::
shared_ptr
<
Node
>>
*
removed_nodes
);
std
::
shared_ptr
<
framework
::
OpDesc
>
op_desc_
;
std
::
shared_ptr
<
framework
::
OpDesc
>
op_desc_
;
std
::
string
ToString
(
std
::
string
blank
,
const
Node
*
node
)
const
;
std
::
string
ToString
(
std
::
string
blank
,
const
Node
*
node
)
const
;
std
::
vector
<
std
::
shared_ptr
<
Node
>>
outputs_
;
std
::
vector
<
std
::
shared_ptr
<
Node
>>
outputs_
;
...
...
src/framework/program/program-optimize/program_optimize.cpp
浏览文件 @
f68f1480
...
@@ -31,7 +31,6 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
...
@@ -31,7 +31,6 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
std
::
unordered_map
<
std
::
string
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>>
std
::
unordered_map
<
std
::
string
,
std
::
vector
<
std
::
shared_ptr
<
Node
>>>
type_map
;
type_map
;
std
::
vector
<
std
::
shared_ptr
<
Node
>>
nodes
;
std
::
vector
<
std
::
shared_ptr
<
Node
>>
nodes
;
std
::
shared_ptr
<
Node
>
begin_node
;
std
::
shared_ptr
<
Node
>
begin_node
;
...
@@ -41,7 +40,8 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
...
@@ -41,7 +40,8 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
auto
op
=
block
->
Ops
()[
j
];
auto
op
=
block
->
Ops
()[
j
];
auto
op_type
=
op
->
Type
();
auto
op_type
=
op
->
Type
();
if
(
op_input_output_key
.
find
(
op
->
Type
())
==
op_input_output_key
.
end
())
{
if
(
op_input_output_key
.
find
(
op
->
Type
())
==
op_input_output_key
.
end
())
{
LOG
(
kLOG_ERROR
)
<<
"has not support op return null "
<<
" op type: "
<<
op
->
Type
();
LOG
(
kLOG_ERROR
)
<<
"has not support op return null "
<<
" op type: "
<<
op
->
Type
();
return
nullptr
;
return
nullptr
;
}
}
...
@@ -97,14 +97,15 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
...
@@ -97,14 +97,15 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
for
(
int
j
=
0
;
j
<
removed_nodes
.
size
();
++
j
)
{
for
(
int
j
=
0
;
j
<
removed_nodes
.
size
();
++
j
)
{
auto
removed_node
=
removed_nodes
[
j
];
auto
removed_node
=
removed_nodes
[
j
];
auto
removed_ite
=
std
::
find
(
nodes
.
begin
(),
nodes
.
end
(),
removed_node
);
auto
removed_ite
=
std
::
find
(
nodes
.
begin
(),
nodes
.
end
(),
removed_node
);
nodes
.
erase
(
removed_ite
);
nodes
.
erase
(
removed_ite
);
}
}
}
}
}
}
}
}
// DLOG << "node: \n" << *begin_node;
// DLOG << "node: \n" << *begin_node;
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
op_descs
;
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
op_descs
;
// bool can_splite = begin_node->CanSplit({G_OP_TYPE_CONV,
// bool can_splite = begin_node->CanSplit({G_OP_TYPE_CONV,
...
@@ -113,7 +114,7 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
...
@@ -113,7 +114,7 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
auto
&
node
=
nodes
[
m
];
auto
&
node
=
nodes
[
m
];
op_descs
.
push_back
(
node
->
op_desc_
);
op_descs
.
push_back
(
node
->
op_desc_
);
}
}
// GenerateOps(&op_descs, begin_node.get());
// GenerateOps(&op_descs, begin_node.get());
block
->
ops_
=
op_descs
;
block
->
ops_
=
op_descs
;
}
}
...
@@ -128,7 +129,6 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
...
@@ -128,7 +129,6 @@ std::shared_ptr<ProgramDesc> ProgramOptimize::FushionOptimize(
void
ProgramOptimize
::
GenerateOps
(
void
ProgramOptimize
::
GenerateOps
(
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
*
op_desc
,
Node
*
input_node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
*
op_desc
,
Node
*
input_node
,
Node
*
current_node
)
{
Node
*
current_node
)
{
if
(
current_node
->
inputs_
.
size
()
>
1
&&
if
(
current_node
->
inputs_
.
size
()
>
1
&&
input_node
!=
current_node
->
inputs_
.
back
())
{
input_node
!=
current_node
->
inputs_
.
back
())
{
DLOG
<<
" current type "
<<
current_node
->
type_
;
DLOG
<<
" current type "
<<
current_node
->
type_
;
...
...
src/operators/fusion_conv_add.cpp
浏览文件 @
f68f1480
...
@@ -17,9 +17,7 @@ namespace paddle_mobile {
...
@@ -17,9 +17,7 @@ namespace paddle_mobile {
namespace
operators
{
namespace
operators
{
template
<
typename
Dtype
,
typename
T
>
template
<
typename
Dtype
,
typename
T
>
void
FushionConvAddOp
<
Dtype
,
T
>::
InferShape
()
const
{
void
FushionConvAddOp
<
Dtype
,
T
>::
InferShape
()
const
{}
}
template
class
FushionConvAddOp
<
CPU
,
float
>;
template
class
FushionConvAddOp
<
CPU
,
float
>;
}
// namespace operators
}
// namespace operators
}
// namespace paddle_mobile
}
// namespace paddle_mobile
...
...
src/operators/fusion_conv_add.h
浏览文件 @
f68f1480
...
@@ -31,10 +31,13 @@ class FusionConvAddMatcher : public framework::FusionOpMatcher {
...
@@ -31,10 +31,13 @@ class FusionConvAddMatcher : public framework::FusionOpMatcher {
node_
>
std
::
make_shared
<
framework
::
Node
>
(
G_OP_TYPE_ELEMENTWISE_ADD
);
node_
>
std
::
make_shared
<
framework
::
Node
>
(
G_OP_TYPE_ELEMENTWISE_ADD
);
}
}
void
FolderNodes
(
framework
::
Node
*
node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
Node
>>
*
removed_nodes
)
{
void
FolderNodes
(
framework
::
Node
*
node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
Node
>>
*
removed_nodes
)
{
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
origin_descs
=
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
origin_descs
=
node
->
OpDescs
(
node_
.
Depth
());
node
->
OpDescs
(
node_
.
Depth
());
node
->
Folder
(
node_
.
Depth
(),
Type
(),
{{
G_OP_TYPE_ELEMENTWISE_ADD
,
{
"Y"
,
"Y"
}}},
removed_nodes
);
node
->
Folder
(
node_
.
Depth
(),
Type
(),
{{
G_OP_TYPE_ELEMENTWISE_ADD
,
{
"Y"
,
"Y"
}}},
removed_nodes
);
}
}
std
::
string
Type
()
{
return
G_OP_TYPE_CONV_ADD
;
}
std
::
string
Type
()
{
return
G_OP_TYPE_CONV_ADD
;
}
...
@@ -44,14 +47,13 @@ template <typename DeviceType, typename T>
...
@@ -44,14 +47,13 @@ template <typename DeviceType, typename T>
class
FushionConvAddOp
:
public
framework
::
OperatorWithKernel
<
DeviceType
>
{
class
FushionConvAddOp
:
public
framework
::
OperatorWithKernel
<
DeviceType
>
{
public:
public:
FushionConvAddOp
(
const
string
&
type
,
const
VariableNameMap
&
inputs
,
FushionConvAddOp
(
const
string
&
type
,
const
VariableNameMap
&
inputs
,
const
VariableNameMap
&
outputs
,
const
VariableNameMap
&
outputs
,
const
framework
::
AttributeMap
attrs
,
const
framework
::
AttributeMap
attrs
,
std
::
shared_ptr
<
framework
::
Scope
>
scope
)
std
::
shared_ptr
<
framework
::
Scope
>
scope
)
:
framework
::
OperatorWithKernel
<
DeviceType
>
(
type
,
inputs
,
outputs
,
attrs
,
:
framework
::
OperatorWithKernel
<
DeviceType
>
(
type
,
inputs
,
outputs
,
attrs
,
scope
)
{}
scope
)
{}
void
RunImpl
()
const
{
void
RunImpl
()
const
{}
}
using
framework
::
OperatorWithKernel
<
DeviceType
>::
OperatorWithKernel
;
using
framework
::
OperatorWithKernel
<
DeviceType
>::
OperatorWithKernel
;
void
InferShape
()
const
override
;
void
InferShape
()
const
override
;
...
@@ -60,7 +62,7 @@ class FushionConvAddOp : public framework::OperatorWithKernel<DeviceType> {
...
@@ -60,7 +62,7 @@ class FushionConvAddOp : public framework::OperatorWithKernel<DeviceType> {
// FushionFcParam param_;
// FushionFcParam param_;
};
};
//static framework::FusionOpRegistrar fc_registrar(new FusionConvAddMatcher());
//
static framework::FusionOpRegistrar fc_registrar(new FusionConvAddMatcher());
}
// namespace operators
}
// namespace operators
}
// namespace paddle_mobile
}
// namespace paddle_mobile
src/operators/fusion_conv_add_relu_op.h
浏览文件 @
f68f1480
...
@@ -28,7 +28,9 @@ class FushionConvAddReluOpMatcher : public framework::FusionOpMatcher {
...
@@ -28,7 +28,9 @@ class FushionConvAddReluOpMatcher : public framework::FusionOpMatcher {
std
::
make_shared
<
framework
::
Node
>
(
G_OP_TYPE_RELU
);
std
::
make_shared
<
framework
::
Node
>
(
G_OP_TYPE_RELU
);
}
}
void
FolderNodes
(
framework
::
Node
*
node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
Node
>>
*
removed_nodes
)
{
void
FolderNodes
(
framework
::
Node
*
node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
Node
>>
*
removed_nodes
)
{
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
origin_descs
=
std
::
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
origin_descs
=
node
->
OpDescs
(
node_
.
Depth
());
node
->
OpDescs
(
node_
.
Depth
());
node
->
Folder
(
node_
.
Depth
(),
Type
(),
node
->
Folder
(
node_
.
Depth
(),
Type
(),
...
...
src/operators/fusion_fc_op.h
浏览文件 @
f68f1480
...
@@ -32,7 +32,9 @@ class FusionFcMatcher : public framework::FusionOpMatcher {
...
@@ -32,7 +32,9 @@ class FusionFcMatcher : public framework::FusionOpMatcher {
node_
>
std
::
make_shared
<
framework
::
Node
>
(
G_OP_TYPE_ELEMENTWISE_ADD
);
node_
>
std
::
make_shared
<
framework
::
Node
>
(
G_OP_TYPE_ELEMENTWISE_ADD
);
}
}
void
FolderNodes
(
framework
::
Node
*
node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
Node
>>
*
removed_nodes
)
{
void
FolderNodes
(
framework
::
Node
*
node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
Node
>>
*
removed_nodes
)
{
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
origin_descs
=
vector
<
std
::
shared_ptr
<
framework
::
OpDesc
>>
origin_descs
=
node
->
OpDescs
(
node_
.
Depth
());
node
->
OpDescs
(
node_
.
Depth
());
node
->
Folder
(
node_
.
Depth
(),
Type
(),
node
->
Folder
(
node_
.
Depth
(),
Type
(),
...
@@ -65,7 +67,7 @@ class FushionFcOp : public framework::OperatorWithKernel<DeviceType> {
...
@@ -65,7 +67,7 @@ class FushionFcOp : public framework::OperatorWithKernel<DeviceType> {
FushionFcParam
param_
;
FushionFcParam
param_
;
};
};
//static framework::FusionOpRegistrar fc_registrar(new FusionFcMatcher());
//
static framework::FusionOpRegistrar fc_registrar(new FusionFcMatcher());
}
// namespace operators
}
// namespace operators
}
// namespace paddle_mobile
}
// namespace paddle_mobile
src/operators/kernel/mali/conv_kernel.cpp
浏览文件 @
f68f1480
...
@@ -17,10 +17,9 @@ limitations under the License. */
...
@@ -17,10 +17,9 @@ limitations under the License. */
namespace
paddle_mobile
{
namespace
paddle_mobile
{
namespace
operators
{
namespace
operators
{
template
<
>
template
<
>
void
ConvKernel
<
GPU_MALI
,
float
>::
Compute
(
const
ConvParam
&
param
)
const
void
ConvKernel
<
GPU_MALI
,
float
>::
Compute
(
const
ConvParam
&
param
)
const
{}
{}
template
class
ConvKernel
<
GPU_MALI
,
float
>;
template
class
ConvKernel
<
GPU_MALI
,
float
>;
}
}
// namespace operators
}
// namespace paddle_mobile
}
// namespace paddle_mobile
test/framework/test_optimize.cpp
浏览文件 @
f68f1480
...
@@ -12,10 +12,10 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
...
@@ -12,10 +12,10 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
See the License for the specific language governing permissions and
limitations under the License. */
limitations under the License. */
#include "io.h"
#include "../test_helper.h"
#include "../test_helper.h"
#include "framework/program/program-optimize/node.h"
#include "framework/program/program-optimize/node.h"
#include "framework/program/program-optimize/program_optimize.h"
#include "framework/program/program-optimize/program_optimize.h"
#include "io.h"
int
main
()
{
int
main
()
{
paddle_mobile
::
Loader
<
paddle_mobile
::
CPU
>
loader
;
paddle_mobile
::
Loader
<
paddle_mobile
::
CPU
>
loader
;
...
@@ -25,7 +25,7 @@ int main() {
...
@@ -25,7 +25,7 @@ int main() {
// program.originProgram->Description("origin");
// program.originProgram->Description("origin");
auto
optimize_program
=
optimize
.
FushionOptimize
(
program
.
originProgram
);
auto
optimize_program
=
optimize
.
FushionOptimize
(
program
.
originProgram
);
if
(
optimize_program
!=
nullptr
)
{
if
(
optimize_program
!=
nullptr
)
{
// optimize_program->Description("optimize");
// optimize_program->Description("optimize");
}
else
{
}
else
{
LOG
(
paddle_mobile
::
kLOG_ERROR
)
<<
"optimize_program is null"
;
LOG
(
paddle_mobile
::
kLOG_ERROR
)
<<
"optimize_program is null"
;
}
}
...
...
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