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f68a881e
编写于
7月 27, 2018
作者:
qnqinan
浏览文件
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差异文件
add fusion_fc_relu op
上级
f02ea55c
变更
3
隐藏空白更改
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3 changed file
with
203 addition
and
0 deletion
+203
-0
src/operators/fusion_fc_relu_op.cpp
src/operators/fusion_fc_relu_op.cpp
+68
-0
src/operators/fusion_fc_relu_op.h
src/operators/fusion_fc_relu_op.h
+98
-0
src/operators/kernel/fusion_fc_relu_kernal.h
src/operators/kernel/fusion_fc_relu_kernal.h
+37
-0
未找到文件。
src/operators/fusion_fc_relu_op.cpp
0 → 100644
浏览文件 @
f68a881e
/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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. */
#ifdef FUSION_FC_RELU_OP
#include "operators/fusion_fc_relu_op.h"
namespace
paddle_mobile
{
namespace
operators
{
template
<
typename
Dtype
,
typename
T
>
void
FusionFcReluOp
<
Dtype
,
T
>::
InferShape
()
const
{
auto
x_dims
=
this
->
param_
.
InputX
()
->
dims
();
auto
y_dims
=
this
->
param_
.
InputY
()
->
dims
();
int
x_num_col_dims
=
this
->
param_
.
XNumColDims
();
int
y_num_col_dims
=
this
->
param_
.
YNumColDims
();
assert
(
x_dims
.
size
()
>
x_num_col_dims
);
assert
(
y_dims
.
size
()
>
y_num_col_dims
);
/// (1,2,3,4) , x_num_col_dims = 2 -> (2,12)
auto
x_mat_dims
=
framework
::
flatten_to_2d
(
x_dims
,
x_num_col_dims
);
auto
y_mat_dims
=
framework
::
flatten_to_2d
(
y_dims
,
y_num_col_dims
);
assert
(
x_mat_dims
[
1
]
==
y_mat_dims
[
0
]);
std
::
vector
<
int64_t
>
output_dims
;
output_dims
.
reserve
(
static_cast
<
size_t
>
(
x_num_col_dims
+
y_dims
.
size
()
-
y_num_col_dims
));
for
(
int
i
=
0
;
i
<
x_num_col_dims
;
++
i
)
{
output_dims
.
push_back
(
x_dims
[
i
]);
}
for
(
int
i
=
y_num_col_dims
;
i
<
y_dims
.
size
();
++
i
)
{
output_dims
.
push_back
(
y_dims
[
i
]);
}
framework
::
DDim
ddim
=
framework
::
make_ddim
(
output_dims
);
this
->
param_
.
Out
()
->
Resize
(
ddim
);
}
}
// namespace operators
}
// namespace paddle_mobile
namespace
ops
=
paddle_mobile
::
operators
;
#ifdef PADDLE_MOBILE_CPU
REGISTER_OPERATOR_CPU
(
fusion_fc_relu
,
ops
::
FusionFcReluOp
);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
REGISTER_OPERATOR_MALI_GPU
(
fusion_fc_relu
,
ops
::
FusionFcReluOp
);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif
src/operators/fusion_fc_relu_op.h
0 → 100644
浏览文件 @
f68a881e
/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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. */
#ifdef FUSION_FC_RELU_OP
#pragma once
#include <string>
#include <vector>
#include "framework/operator.h"
#include "framework/program/program-optimize/fusion_op_register.h"
#include "operators/kernel/fusion_fc_relu_kernel.h"
namespace
paddle_mobile
{
namespace
operators
{
using
std
::
string
;
using
std
::
vector
;
class
FusionFcReluMatcher
:
public
framework
::
FusionOpMatcher
{
public:
FusionFcReluMatcher
()
{
node_
=
framework
::
Node
(
G_OP_TYPE_MUL
);
node_
>
std
::
make_shared
<
framework
::
Node
>
(
G_OP_TYPE_ELEMENTWISE_ADD
)
>
std
::
make_shared
<
framework
::
Node
>
(
G_OP_TYPE_RELU
);
}
void
FolderNodes
(
framework
::
Node
*
node
,
std
::
vector
<
std
::
shared_ptr
<
framework
::
Node
>>
*
removed_nodes
)
{
node
->
Folder
(
node_
.
Depth
(),
Type
(),
{{
G_OP_TYPE_ELEMENTWISE_ADD
,
{{
"Y"
,
"Z"
}}}},
removed_nodes
);
}
std
::
string
Type
()
{
return
G_OP_TYPE_FUSION_FC_RELU
;
}
};
template
<
typename
DeviceType
,
typename
T
>
class
FusionFcReluOp
:
public
framework
::
OperatorWithKernel
<
DeviceType
,
FusionFcReluParam
,
operators
::
FusionFcReluKernel
<
DeviceType
,
T
>>
{
public:
FusionFcReluOp
(
const
string
&
type
,
const
VariableNameMap
&
inputs
,
const
VariableNameMap
&
outputs
,
const
framework
::
AttributeMap
&
attrs
,
std
::
shared_ptr
<
framework
::
Scope
>
scope
)
:
framework
::
OperatorWithKernel
<
DeviceType
,
FusionFcReluParam
,
operators
::
FusionFcReluKernel
<
DeviceType
,
T
>>
(
type
,
inputs
,
outputs
,
attrs
,
scope
)
{}
using
framework
::
OperatorWithKernel
<
DeviceType
,
FusionFcReluParam
,
operators
::
FusionFcReluKernel
<
DeviceType
,
T
>>::
OperatorWithKernel
;
void
InferShape
()
const
override
;
protected:
};
#ifdef PADDLE_MOBILE_CPU
#ifndef FUSION_FC_RELU_REGISTER
#define FUSION_FC_RELU_REGISTER
static
framework
::
FusionOpRegistrar
fc_relu_registrar
(
new
FusionFcReluMatcher
());
#endif
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
#ifndef FUSION_FC_RELU_REGISTER
#define FUSION_FC_RELU_REGISTER
static
framework
::
FusionOpRegistrar
fc_relu_registrar
(
new
FusionFcReluMatcher
());
#endif
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
}
// namespace operators
}
// namespace paddle_mobile
#ifdef PADDLE_MOBILE_CPU
USE_OP_CPU
(
fusion_fc_relu
);
#endif
#ifdef PADDLE_MOBILE_MALI_GPU
USE_OP_MALI_GPU
(
fusion_fc_relu
);
#endif
#ifdef PADDLE_MOBILE_FPGA
#endif
#endif //FUSION_FC_RELU_OP
src/operators/kernel/fusion_fc_relu_kernal.h
0 → 100644
浏览文件 @
f68a881e
/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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. */
#ifdef FUSION_FC_RELU_OP
#pragma once
#include "framework/operator.h"
#include "operators/math/math_function.h"
#include "operators/op_param.h"
namespace
paddle_mobile
{
namespace
operators
{
template
<
typename
DeviceType
,
typename
T
>
class
FusionFcReluKernel
:
public
framework
::
OpKernelBase
<
DeviceType
,
FusionFcReluParam
>
{
public:
void
Compute
(
const
FusionFcReluParam
&
param
)
const
;
bool
Init
(
FusionFcReluParam
*
param
);
};
}
// namespace operators
}
// namespace paddle_mobile
#endif
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