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78ae80e2
编写于
7月 16, 2020
作者:
H
HappyAngel
提交者:
GitHub
7月 16, 2020
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// Copyright (c) 2019 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.
#include "lite/core/mir/fusion/conv_conv_fuse_pass.h"
#include <memory>
#include <vector>
#include "lite/core/mir/fusion/conv_conv_fuser.h"
#include "lite/core/mir/graph_visualize_pass.h"
#include "lite/core/mir/pass_registry.h"
namespace
paddle
{
namespace
lite
{
namespace
mir
{
void
ConvConvFusePass
::
Apply
(
const
std
::
unique_ptr
<
SSAGraph
>&
graph
)
{
// initialze fuser params
std
::
vector
<
bool
>
conv_has_bias_cases
{
true
,
false
};
std
::
vector
<
std
::
string
>
conv_type_cases
{
"conv2d"
,
"depthwise_conv2d"
};
bool
has_arm
=
false
;
for
(
auto
&
place
:
graph
->
valid_places
())
{
if
(
place
.
target
==
TARGET
(
kARM
)
&&
place
.
precision
==
PRECISION
(
kFloat
))
{
has_arm
=
true
;
break
;
}
}
if
(
!
has_arm
)
{
return
;
}
// only support fp32 fusion
for
(
auto
conv_has_bias0
:
conv_has_bias_cases
)
{
for
(
auto
conv_has_bias1
:
conv_has_bias_cases
)
{
for
(
auto
conv_type0
:
conv_type_cases
)
{
for
(
auto
conv_type1
:
conv_type_cases
)
{
VLOG
(
4
)
<<
"conv_has_bias0:"
<<
conv_has_bias0
<<
" conv_type0:"
<<
conv_type0
;
VLOG
(
4
)
<<
"conv_has_bias1:"
<<
conv_has_bias1
<<
" conv_type1:"
<<
conv_type1
;
fusion
::
ConvConvFuser
fuser
(
conv_type0
,
conv_type1
,
conv_has_bias0
,
conv_has_bias1
);
fuser
(
graph
.
get
());
}
}
}
}
// namespace mir
}
// namespace lite
}
// namespace paddle
REGISTER_MIR_PASS
(
lite_conv_conv_fuse_pass
,
paddle
::
lite
::
mir
::
ConvConvFusePass
)
.
BindTargets
({
TARGET
(
kARM
)});
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