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4436ba0c
编写于
9月 29, 2017
作者:
Z
zhouxiao-coder
浏览文件
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电子邮件补丁
差异文件
elu: Optimize gradient calculation;Add more comments
上级
a815d6ab
变更
1
显示空白变更内容
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并排
Showing
1 changed file
with
11 addition
and
9 deletion
+11
-9
paddle/operators/activation_op.cc
paddle/operators/activation_op.cc
+11
-9
未找到文件。
paddle/operators/activation_op.cc
浏览文件 @
4436ba0c
...
@@ -180,16 +180,18 @@ class ELUOpMaker : public framework::OpProtoAndCheckerMaker {
...
@@ -180,16 +180,18 @@ class ELUOpMaker : public framework::OpProtoAndCheckerMaker {
ELUOpMaker
(
framework
::
OpProto
*
proto
,
framework
::
OpAttrChecker
*
op_checker
)
ELUOpMaker
(
framework
::
OpProto
*
proto
,
framework
::
OpAttrChecker
*
op_checker
)
:
OpProtoAndCheckerMaker
(
proto
,
op_checker
)
{
:
OpProtoAndCheckerMaker
(
proto
,
op_checker
)
{
AddInput
(
"X"
,
AddInput
(
"X"
,
"Input of ELU operator, it shouldn't be empty. Input is flattened "
"(Tensor) The input of ELU operator, it shouldn't be empty. Input "
"and treated as a 1D array."
);
"is flattened and treated as a 1D array."
);
AddOutput
(
"Y"
,
"Output of ELU operator, has same shape as the input."
);
AddOutput
(
"Y"
,
AddComment
(
"(Tensor) The output of ELU operator. It has the same shape as "
"ELU activation operator. It applies this element-wise computation on "
"the input."
);
"the input: f(x) = max(0, x) + min(0, alpha * (exp(x) - 1))."
AddAttr
<
AttrType
>
(
"Check .. _Link: https://arxiv.org/abs/1511.07289 for more details"
);
"alpha"
,
"(float, default 1.0) Alpha value in the elu formulation."
)
AddAttr
<
AttrType
>
(
"alpha"
,
"alpha value in the elu formulation, default to 1."
)
.
SetDefault
(
static_cast
<
AttrType
>
(
1.
));
.
SetDefault
(
static_cast
<
AttrType
>
(
1.
));
AddComment
(
R"DOC(
ELU activation operator. It applies this element-wise computation on
the input: f(x) = max(0, x) + min(0, alpha * (exp(x) - 1)).
Check .. _Link: https://arxiv.org/abs/1511.07289 for more details.)DOC"
);
}
}
};
};
...
...
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