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647121aa
编写于
8月 03, 2017
作者:
F
fengjiayi
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Add unittest for GradOpBuilder
上级
6f12fd28
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
127 addition
and
8 deletion
+127
-8
paddle/framework/grad_op_builder.cc
paddle/framework/grad_op_builder.cc
+3
-3
paddle/framework/grad_op_builder_test.cc
paddle/framework/grad_op_builder_test.cc
+124
-5
未找到文件。
paddle/framework/grad_op_builder.cc
浏览文件 @
647121aa
...
...
@@ -26,7 +26,7 @@ using VarIndexMap = std::unordered_map<std::string, int>;
enum
class
OpArgType
{
IN
,
OUT
};
static
std
::
vector
<
int
>*
GetOpFormat
(
OperatorBase
*
op
,
const
OpArgType
&
type
)
{
std
::
string
key
=
type
==
OpArgType
::
IN
?
"input_format"
:
"output_
name
"
;
std
::
string
key
=
type
==
OpArgType
::
IN
?
"input_format"
:
"output_
format
"
;
return
op
->
attrs_
.
count
(
key
)
?
&
boost
::
get
<
std
::
vector
<
int
>>
(
op
->
attrs_
.
at
(
key
))
:
nullptr
;
...
...
@@ -34,7 +34,7 @@ static std::vector<int>* GetOpFormat(OperatorBase* op, const OpArgType& type) {
static
const
std
::
vector
<
int
>*
GetOpFormat
(
const
OperatorBase
*
op
,
const
OpArgType
&
type
)
{
std
::
string
key
=
type
==
OpArgType
::
IN
?
"input_format"
:
"output_
name
"
;
std
::
string
key
=
type
==
OpArgType
::
IN
?
"input_format"
:
"output_
format
"
;
return
op
->
attrs_
.
count
(
key
)
?
&
boost
::
get
<
std
::
vector
<
int
>>
(
op
->
attrs_
.
at
(
key
))
:
nullptr
;
...
...
@@ -84,7 +84,7 @@ OperatorBase* BuildGradOp(const OperatorBase* op) {
grad_op
->
attrs_
=
op
->
attrs_
;
grad_op
->
attrs_
.
erase
(
"input_format"
);
grad_op
->
attrs_
.
erase
(
"output_format"
);
if
(
GetOpFormat
(
op
,
OpArgType
::
OUT
)
!=
nullptr
)
{
if
(
GetOpFormat
(
op
,
OpArgType
::
IN
)
!=
nullptr
)
{
grad_op
->
attrs_
[
"output_format"
]
=
std
::
vector
<
int
>
({
0
});
}
if
(
GetOpFormat
(
op
,
OpArgType
::
IN
)
!=
nullptr
||
...
...
paddle/framework/grad_op_builder_test.cc
浏览文件 @
647121aa
...
...
@@ -8,10 +8,49 @@ USE_OP(add_two);
namespace
paddle
{
namespace
framework
{
class
EmptyOp
:
public
OperatorBase
{
public:
void
InferShape
(
const
Scope
&
scope
)
const
override
{}
void
Run
(
const
Scope
&
scope
,
const
platform
::
DeviceContext
&
dev_ctx
)
const
override
{}
};
class
MutiInOutOpMaker
:
public
OpProtoAndCheckerMaker
{
public:
MutiInOutOpMaker
(
OpProto
*
proto
,
OpAttrChecker
*
op_checker
)
:
OpProtoAndCheckerMaker
(
proto
,
op_checker
)
{
AddInput
(
"In1"
,
"a single input"
);
AddInput
(
"In2_mult"
,
"a multiple input"
).
SetMultiple
();
AddInput
(
"In3"
,
"another single input"
);
AddOutput
(
"Out1"
,
"a single output"
);
AddOutput
(
"Out2_mult"
,
"a multiple output"
).
SetMultiple
();
AddComment
(
"test op with multiple inputs and outputs"
);
}
};
class
IOIgnoredOpMaker
:
public
OpProtoAndCheckerMaker
{
public:
IOIgnoredOpMaker
(
OpProto
*
proto
,
OpAttrChecker
*
op_checker
)
:
OpProtoAndCheckerMaker
(
proto
,
op_checker
)
{
AddInput
(
"In1"
,
"a single input"
);
AddInput
(
"In2_mult"
,
"a multiple input"
).
SetMultiple
().
IgnoreGradient
();
AddInput
(
"In3_mult"
,
"another multiple input"
).
SetMultiple
();
AddOutput
(
"Out1_mult"
,
"a multiple output"
).
SetMultiple
();
AddOutput
(
"Out2"
,
"a single output"
).
IgnoreGradient
();
AddComment
(
"op with inputs and outputs ignored in gradient calculating"
);
}
};
}
// namespace framework
}
// namespace paddle
namespace
f
=
paddle
::
framework
;
TEST
(
GradOpBuilder
,
AddTwo
)
{
std
::
shared_ptr
<
OperatorBase
>
add_op
(
OpRegistry
::
CreateOp
(
"add_two"
,
{
"x"
,
"y"
},
{
"out"
},
{}));
std
::
shared_ptr
<
OperatorBase
>
grad_add_op
=
OpRegistry
::
CreateGradOp
(
*
add_op
);
std
::
shared_ptr
<
f
::
OperatorBase
>
add_op
(
f
::
OpRegistry
::
CreateOp
(
"add_two"
,
{
"x"
,
"y"
},
{
"out"
},
{}));
std
::
shared_ptr
<
f
::
OperatorBase
>
grad_add_op
=
f
::
OpRegistry
::
CreateGradOp
(
*
add_op
);
EXPECT_EQ
(
static_cast
<
int
>
(
grad_add_op
->
inputs_
.
size
()),
4
);
EXPECT_EQ
(
static_cast
<
int
>
(
grad_add_op
->
outputs_
.
size
()),
2
);
EXPECT_EQ
(
grad_add_op
->
Input
(
"X"
),
"x"
);
...
...
@@ -22,5 +61,85 @@ TEST(GradOpBuilder, AddTwo) {
EXPECT_EQ
(
grad_add_op
->
Output
(
"Y@GRAD"
),
"y@GRAD"
);
}
}
// namespace framework
}
// namespace paddle
\ No newline at end of file
REGISTER_OP
(
mult_io
,
f
::
EmptyOp
,
f
::
MutiInOutOpMaker
);
REGISTER_GRADIENT_OP
(
mult_io
,
mult_io_grad
,
f
::
EmptyOp
);
REGISTER_OP
(
io_ignored
,
f
::
EmptyOp
,
f
::
IOIgnoredOpMaker
);
REGISTER_GRADIENT_OP
(
io_ignored
,
io_ignored_grad
,
f
::
EmptyOp
);
TEST
(
GradOpBuilder
,
MutiInOut
)
{
f
::
AttributeMap
attrs
{{
"input_format"
,
std
::
vector
<
int
>
{
0
,
1
,
4
,
5
}},
{
"output_format"
,
std
::
vector
<
int
>
{
0
,
1
,
3
}}};
std
::
shared_ptr
<
f
::
OperatorBase
>
test_op
(
f
::
OpRegistry
::
CreateOp
(
"mult_io"
,
{
"in1"
,
"in2_1"
,
"in2_2"
,
"in2_3"
,
"in3"
},
{
"out1"
,
"out2_1"
,
"out2_2"
},
attrs
));
std
::
shared_ptr
<
f
::
OperatorBase
>
grad_test_op
=
f
::
OpRegistry
::
CreateGradOp
(
*
test_op
);
ASSERT_EQ
(
grad_test_op
->
inputs_
.
size
(),
5UL
+
3UL
+
3UL
);
EXPECT_EQ
(
grad_test_op
->
Input
(
"In1"
),
"in1"
);
EXPECT_EQ
(
grad_test_op
->
Inputs
(
"In2_mult"
),
std
::
vector
<
std
::
string
>
({
"in2_1"
,
"in2_2"
,
"in2_3"
}));
EXPECT_EQ
(
grad_test_op
->
Input
(
"In3"
),
"in3"
);
EXPECT_EQ
(
grad_test_op
->
Input
(
"Out1"
),
"out1"
);
EXPECT_EQ
(
grad_test_op
->
Inputs
(
"Out2_mult"
),
std
::
vector
<
std
::
string
>
({
"out2_1"
,
"out2_2"
}));
EXPECT_EQ
(
grad_test_op
->
Input
(
"Out1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
"out1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
());
EXPECT_EQ
(
grad_test_op
->
Inputs
(
"Out2_mult"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
std
::
vector
<
std
::
string
>
(
{
"out2_1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
(),
"out2_2"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()}));
ASSERT_EQ
(
grad_test_op
->
outputs_
.
size
(),
5UL
);
EXPECT_EQ
(
grad_test_op
->
Output
(
"In1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
"in1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
());
EXPECT_EQ
(
grad_test_op
->
Outputs
(
"In2_mult"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
std
::
vector
<
std
::
string
>
({
"in2_1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
(),
"in2_2"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
(),
"in2_3"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()}));
EXPECT_EQ
(
grad_test_op
->
Output
(
"In3"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
"in3"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
());
}
TEST
(
GradOpBuilder
,
IOIgnoredInGradient
)
{
f
::
AttributeMap
attrs
{{
"input_format"
,
std
::
vector
<
int
>
{
0
,
1
,
3
,
5
}},
{
"output_format"
,
std
::
vector
<
int
>
{
0
,
2
,
3
}}};
std
::
shared_ptr
<
f
::
OperatorBase
>
test_op
(
f
::
OpRegistry
::
CreateOp
(
"io_ignored"
,
{
"in1"
,
"in2_1"
,
"in2_2"
,
"in3_1"
,
"in3_2"
},
{
"out1_1"
,
"out1_2"
,
"out2"
},
attrs
));
std
::
shared_ptr
<
f
::
OperatorBase
>
grad_test_op
=
f
::
OpRegistry
::
CreateGradOp
(
*
test_op
);
// 'In2' and 'Out2' are ignored in gradient calculating
ASSERT_EQ
(
grad_test_op
->
inputs_
.
size
(),
5UL
+
3UL
+
3UL
);
EXPECT_EQ
(
grad_test_op
->
Input
(
"In1"
),
"in1"
);
EXPECT_EQ
(
grad_test_op
->
Inputs
(
"In2_mult"
),
std
::
vector
<
std
::
string
>
({
f
::
OperatorBase
::
EMPTY_VAR_NAME
(),
f
::
OperatorBase
::
EMPTY_VAR_NAME
()}));
EXPECT_EQ
(
grad_test_op
->
Inputs
(
"In3_mult"
),
std
::
vector
<
std
::
string
>
({
"in3_1"
,
"in3_2"
}));
EXPECT_EQ
(
grad_test_op
->
Inputs
(
"Out1_mult"
),
std
::
vector
<
std
::
string
>
({
"out1_1"
,
"out1_2"
}));
EXPECT_EQ
(
grad_test_op
->
Input
(
"Out2"
),
f
::
OperatorBase
::
EMPTY_VAR_NAME
());
EXPECT_EQ
(
grad_test_op
->
Inputs
(
"Out1_mult"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
std
::
vector
<
std
::
string
>
(
{
"out1_1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
(),
"out1_2"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()}));
EXPECT_EQ
(
grad_test_op
->
Input
(
"Out2"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
"out2"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
());
ASSERT_EQ
(
grad_test_op
->
outputs_
.
size
(),
5UL
);
EXPECT_EQ
(
grad_test_op
->
Output
(
"In1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
"in1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
());
EXPECT_EQ
(
grad_test_op
->
Outputs
(
"In2_mult"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
std
::
vector
<
std
::
string
>
({
"in2_1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
(),
"in2_2"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()}));
EXPECT_EQ
(
grad_test_op
->
Outputs
(
"In3_mult"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()),
std
::
vector
<
std
::
string
>
({
"in3_1"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
(),
"in3_2"
+
f
::
OperatorBase
::
GRAD_VAR_SUFFIX
()}));
}
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