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c49958a2
编写于
9月 06, 2019
作者:
Z
zhupengyang
提交者:
GitHub
9月 06, 2019
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电子邮件补丁
差异文件
add interpolate fuse pass (#1980)
test=develop
上级
febfd7d6
变更
8
隐藏空白更改
内联
并排
Showing
8 changed file
with
214 addition
and
0 deletion
+214
-0
lite/api/paddle_use_passes.h
lite/api/paddle_use_passes.h
+1
-0
lite/core/mir/CMakeLists.txt
lite/core/mir/CMakeLists.txt
+1
-0
lite/core/mir/fusion/CMakeLists.txt
lite/core/mir/fusion/CMakeLists.txt
+4
-0
lite/core/mir/fusion/interpolate_fuse_pass.cc
lite/core/mir/fusion/interpolate_fuse_pass.cc
+38
-0
lite/core/mir/fusion/interpolate_fuse_pass.h
lite/core/mir/fusion/interpolate_fuse_pass.h
+32
-0
lite/core/mir/fusion/interpolate_fuser.cc
lite/core/mir/fusion/interpolate_fuser.cc
+95
-0
lite/core/mir/fusion/interpolate_fuser.h
lite/core/mir/fusion/interpolate_fuser.h
+42
-0
lite/core/optimizer.h
lite/core/optimizer.h
+1
-0
未找到文件。
lite/api/paddle_use_passes.h
浏览文件 @
c49958a2
...
...
@@ -31,6 +31,7 @@ USE_MIR_PASS(lite_conv_bn_fuse_pass);
USE_MIR_PASS
(
lite_fc_fuse_pass
);
USE_MIR_PASS
(
lite_shuffle_channel_fuse_pass
);
USE_MIR_PASS
(
lite_transpose_softmax_transpose_fuse_pass
);
USE_MIR_PASS
(
lite_interpolate_fuse_pass
);
USE_MIR_PASS
(
identity_scale_eliminate_pass
);
USE_MIR_PASS
(
lite_conv_elementwise_fuse_pass
);
USE_MIR_PASS
(
lite_conv_activation_fuse_pass
);
...
...
lite/core/mir/CMakeLists.txt
浏览文件 @
c49958a2
...
...
@@ -13,6 +13,7 @@ lite_cc_library(mir_passes
fusion/fc_fuse_pass.cc
fusion/shuffle_channel_fuse_pass.cc
fusion/transpose_softmax_transpose_fuse_pass.cc
fusion/interpolate_fuse_pass.cc
fusion/conv_elementwise_fuse_pass.cc
fusion/conv_activation_fuse_pass.cc
fusion/conv_bn_fuse_pass.cc
...
...
lite/core/mir/fusion/CMakeLists.txt
浏览文件 @
c49958a2
...
...
@@ -22,6 +22,9 @@ lite_cc_library(fuse_quant_dequant
lite_cc_library
(
fuse_transpose_softmax_transpose
SRCS transpose_softmax_transpose_fuser.cc
DEPS pattern_matcher_high_api
)
lite_cc_library
(
fuse_interpolate
SRCS interpolate_fuser.cc
DEPS pattern_matcher_high_api
)
set
(
mir_fusers
fuse_fc
...
...
@@ -32,6 +35,7 @@ set(mir_fusers
fuse_quant_dequant
fuse_elementwise_add_activation
fuse_transpose_softmax_transpose
fuse_interpolate
CACHE INTERNAL
"fusers"
)
if
(
LITE_WITH_LIGHT_WEIGHT_FRAMEWORK
)
...
...
lite/core/mir/fusion/interpolate_fuse_pass.cc
0 → 100644
浏览文件 @
c49958a2
// 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/interpolate_fuse_pass.h"
#include <memory>
#include <vector>
#include "lite/core/mir/fusion/interpolate_fuser.h"
#include "lite/core/mir/pass_registry.h"
namespace
paddle
{
namespace
lite
{
namespace
mir
{
void
InterpolateFusePass
::
Apply
(
const
std
::
unique_ptr
<
SSAGraph
>&
graph
)
{
fusion
::
InterpolateFuser
bilinear_interp_fuser
(
"bilinear_interp"
);
bilinear_interp_fuser
(
graph
.
get
());
fusion
::
InterpolateFuser
nearest_interp_fuser
(
"nearest_interp"
);
nearest_interp_fuser
(
graph
.
get
());
}
}
// namespace mir
}
// namespace lite
}
// namespace paddle
REGISTER_MIR_PASS
(
lite_interpolate_fuse_pass
,
paddle
::
lite
::
mir
::
InterpolateFusePass
);
lite/core/mir/fusion/interpolate_fuse_pass.h
0 → 100644
浏览文件 @
c49958a2
// 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.
#pragma once
#include <memory>
#include <string>
#include "lite/core/mir/pass.h"
namespace
paddle
{
namespace
lite
{
namespace
mir
{
class
InterpolateFusePass
:
public
ProgramPass
{
public:
void
Apply
(
const
std
::
unique_ptr
<
SSAGraph
>&
graph
)
override
;
};
}
// namespace mir
}
// namespace lite
}
// namespace paddle
lite/core/mir/fusion/interpolate_fuser.cc
0 → 100644
浏览文件 @
c49958a2
// 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/interpolate_fuser.h"
#include <memory>
#include <vector>
namespace
paddle
{
namespace
lite
{
namespace
mir
{
namespace
fusion
{
void
InterpolateFuser
::
BuildPattern
()
{
auto
*
x
=
VarNode
(
"x"
);
auto
*
shape
=
OpNode
(
"shape"
,
"shape"
)
->
AsIntermediate
();
auto
*
shape_out
=
VarNode
(
"shape_out"
)
->
AsIntermediate
();
auto
*
slice
=
OpNode
(
"slice"
,
"slice"
)
->
assert_op_attr_satisfied
<
std
::
vector
<
int
>>
(
"axes"
,
[](
const
std
::
vector
<
int
>&
attr
)
{
return
attr
.
size
()
==
1
&&
attr
[
0
]
==
0
;
})
->
assert_op_attr_satisfied
<
std
::
vector
<
int
>>
(
"starts"
,
[](
const
std
::
vector
<
int
>&
attr
)
{
return
attr
.
size
()
==
1
&&
attr
[
0
]
==
2
;
})
->
assert_op_attr_satisfied
<
std
::
vector
<
int
>>
(
"ends"
,
[](
const
std
::
vector
<
int
>&
attr
)
{
return
attr
.
size
()
==
1
&&
attr
[
0
]
==
4
;
})
->
AsIntermediate
();
auto
*
slice_out
=
VarNode
(
"slice_out"
)
->
AsIntermediate
();
auto
*
cast
=
OpNode
(
"cast"
,
"cast"
)
->
AsIntermediate
();
auto
*
cast_out
=
VarNode
(
"cast_out"
)
->
AsIntermediate
();
auto
*
fill_constant
=
OpNode
(
"fill_constant"
,
"fill_constant"
)
->
AsIntermediate
();
auto
*
fill_constant_out
=
VarNode
(
"fill_constant_out"
)
->
AsIntermediate
();
auto
*
elementwise_mul
=
OpNode
(
"elementwise_mul"
,
"elementwise_mul"
)
->
assert_op_attr_satisfied
<
int
>
(
"axis"
,
[](
int
attr
)
{
return
attr
==
-
1
||
attr
==
0
;
})
->
AsIntermediate
();
auto
*
elementwise_mul_out
=
VarNode
(
"elementwise_mul_out"
)
->
AsIntermediate
();
auto
*
interpolate
=
OpNode
(
"interpolate"
,
interp_type_
)
->
AsIntermediate
();
auto
*
interpolate_out
=
VarNode
(
"interpolate_out"
);
// create topology.
*
x
>>
*
shape
>>
*
shape_out
>>
*
slice
>>
*
slice_out
>>
*
cast
>>
*
cast_out
>>
*
elementwise_mul
>>
*
elementwise_mul_out
>>
*
interpolate
>>
*
interpolate_out
;
*
fill_constant
>>
*
fill_constant_out
>>
*
elementwise_mul
;
*
x
>>
*
interpolate
;
}
void
InterpolateFuser
::
InsertNewNode
(
SSAGraph
*
graph
,
const
key2nodes_t
&
matched
)
{
auto
op_desc
=
GenOpDesc
(
matched
);
auto
interp_op
=
LiteOpRegistry
::
Global
().
Create
(
interp_type_
);
auto
interp_old
=
matched
.
at
(
"interpolate"
)
->
stmt
()
->
op
();
auto
*
scope
=
interp_old
->
scope
();
auto
&
valid_places
=
interp_old
->
valid_places
();
interp_op
->
Attach
(
op_desc
,
scope
);
auto
*
new_op_node
=
graph
->
GraphCreateInstructNode
(
interp_op
,
valid_places
);
IR_NODE_LINK_TO
(
matched
.
at
(
"x"
),
new_op_node
);
IR_NODE_LINK_TO
(
new_op_node
,
matched
.
at
(
"interpolate_out"
));
}
cpp
::
OpDesc
InterpolateFuser
::
GenOpDesc
(
const
key2nodes_t
&
matched
)
{
auto
op_desc
=
*
matched
.
at
(
"interpolate"
)
->
stmt
()
->
op_info
();
op_desc
.
SetInput
(
"OutSize"
,
{});
op_desc
.
SetAttr
(
"scale"
,
matched
.
at
(
"fill_constant"
)
->
stmt
()
->
op_info
()
->
GetAttr
<
float
>
(
"value"
));
return
op_desc
;
}
}
// namespace fusion
}
// namespace mir
}
// namespace lite
}
// namespace paddle
lite/core/mir/fusion/interpolate_fuser.h
0 → 100644
浏览文件 @
c49958a2
// 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.
#pragma once
#include <memory>
#include <string>
#include "lite/core/mir/pattern_matcher_high_api.h"
namespace
paddle
{
namespace
lite
{
namespace
mir
{
namespace
fusion
{
class
InterpolateFuser
:
public
FuseBase
{
public:
explicit
InterpolateFuser
(
const
std
::
string
&
interp_type
)
:
interp_type_
(
interp_type
)
{}
void
BuildPattern
()
override
;
void
InsertNewNode
(
SSAGraph
*
graph
,
const
key2nodes_t
&
matched
)
override
;
private:
cpp
::
OpDesc
GenOpDesc
(
const
key2nodes_t
&
matched
)
override
;
std
::
string
interp_type_
;
};
}
// namespace fusion
}
// namespace mir
}
// namespace lite
}
// namespace paddle
lite/core/optimizer.h
浏览文件 @
c49958a2
...
...
@@ -67,6 +67,7 @@ class Optimizer {
"lite_fc_fuse_pass"
,
//
"lite_shuffle_channel_fuse_pass"
,
//
"lite_transpose_softmax_transpose_fuse_pass"
,
//
"lite_interpolate_fuse_pass"
,
//
"identity_scale_eliminate_pass"
,
//
#ifdef LITE_WITH_LIGHT_WEIGHT_FRAMEWORK
"lite_elementwise_add_activation_fuse_pass"
,
//
...
...
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