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体验新版 GitCode,发现更多精彩内容 >>
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0a86ddc3
编写于
2月 03, 2021
作者:
A
Alexander Alekhin
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差异文件
Merge pull request #19435 from l-bat:lb/onnx_normalize
上级
23734aff
68eb54dc
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
41 addition
and
0 deletion
+41
-0
modules/dnn/src/onnx/onnx_graph_simplifier.cpp
modules/dnn/src/onnx/onnx_graph_simplifier.cpp
+36
-0
modules/dnn/test/test_onnx_importer.cpp
modules/dnn/test/test_onnx_importer.cpp
+5
-0
未找到文件。
modules/dnn/src/onnx/onnx_graph_simplifier.cpp
浏览文件 @
0a86ddc3
...
...
@@ -249,6 +249,40 @@ public:
}
};
class
NormalizeSubgraph4
:
public
NormalizeSubgraphBase
{
public:
NormalizeSubgraph4
()
:
NormalizeSubgraphBase
(
1
)
{
int
input
=
addNodeToMatch
(
""
);
int
mul
=
addNodeToMatch
(
"Mul"
,
input
,
input
);
int
sum
=
addNodeToMatch
(
"ReduceSum"
,
mul
);
int
eps
=
addNodeToMatch
(
""
);
int
max
=
addNodeToMatch
(
"Max"
,
sum
,
eps
);
int
sqrt
=
addNodeToMatch
(
"Sqrt"
,
max
);
int
reciprocal
=
addNodeToMatch
(
"Reciprocal"
,
sqrt
);
addNodeToMatch
(
"Mul"
,
input
,
reciprocal
);
setFusedNode
(
"Normalize"
,
input
);
}
};
class
NormalizeSubgraph5
:
public
NormalizeSubgraphBase
{
public:
NormalizeSubgraph5
()
:
NormalizeSubgraphBase
(
1
)
{
int
input
=
addNodeToMatch
(
""
);
int
mul
=
addNodeToMatch
(
"Mul"
,
input
,
input
);
int
sum
=
addNodeToMatch
(
"ReduceSum"
,
mul
);
int
clip
=
addNodeToMatch
(
"Clip"
,
sum
);
int
sqrt
=
addNodeToMatch
(
"Sqrt"
,
clip
);
int
one
=
addNodeToMatch
(
"Constant"
);
int
div
=
addNodeToMatch
(
"Div"
,
one
,
sqrt
);
addNodeToMatch
(
"Mul"
,
input
,
div
);
setFusedNode
(
"Normalize"
,
input
);
}
};
class
GatherCastSubgraph
:
public
Subgraph
{
public:
...
...
@@ -526,6 +560,8 @@ void simplifySubgraphs(opencv_onnx::GraphProto& net)
subgraphs
.
push_back
(
makePtr
<
BatchNormalizationSubgraph2
>
());
subgraphs
.
push_back
(
makePtr
<
ExpandSubgraph
>
());
subgraphs
.
push_back
(
makePtr
<
MishSubgraph
>
());
subgraphs
.
push_back
(
makePtr
<
NormalizeSubgraph4
>
());
subgraphs
.
push_back
(
makePtr
<
NormalizeSubgraph5
>
());
simplifySubgraphs
(
Ptr
<
ImportGraphWrapper
>
(
new
ONNXGraphWrapper
(
net
)),
subgraphs
);
}
...
...
modules/dnn/test/test_onnx_importer.cpp
浏览文件 @
0a86ddc3
...
...
@@ -403,6 +403,11 @@ TEST_P(Test_ONNX_layers, BatchNormalizationSubgraph)
testONNXModels
(
"batch_norm_subgraph"
);
}
TEST_P
(
Test_ONNX_layers
,
NormalizeFusionSubgraph
)
{
testONNXModels
(
"normalize_fusion"
);
}
TEST_P
(
Test_ONNX_layers
,
Transpose
)
{
if
(
backend
==
DNN_BACKEND_INFERENCE_ENGINE_NN_BUILDER_2019
)
...
...
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