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ba891437
编写于
9月 10, 2020
作者:
Q
Qinghe JING
提交者:
GitHub
9月 10, 2020
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差异文件
Add double grad in reduce sum release 1.8 (#27164)
* add double grad to reduce sum
上级
448d5544
变更
2
显示空白变更内容
内联
并排
Showing
2 changed file
with
39 addition
and
0 deletion
+39
-0
paddle/fluid/operators/reduce_ops/reduce_sum_op.cc
paddle/fluid/operators/reduce_ops/reduce_sum_op.cc
+16
-0
python/paddle/fluid/tests/unittests/test_nn_grad.py
python/paddle/fluid/tests/unittests/test_nn_grad.py
+23
-0
未找到文件。
paddle/fluid/operators/reduce_ops/reduce_sum_op.cc
浏览文件 @
ba891437
...
...
@@ -52,6 +52,20 @@ class ReduceSumOpGradMaker : public framework::SingleGradOpMaker<T> {
};
DECLARE_NO_NEED_BUFFER_VARS_INFERER
(
ReduceSumGradNoNeedBufferVarInference
,
"X"
);
template
<
typename
T
>
class
ReduceSumDoubleOpGradMaker
:
public
framework
::
SingleGradOpMaker
<
T
>
{
public:
using
framework
::
SingleGradOpMaker
<
T
>::
SingleGradOpMaker
;
protected:
void
Apply
(
GradOpPtr
<
T
>
op
)
const
override
{
op
->
SetInput
(
"X"
,
this
->
OutputGrad
(
framework
::
GradVarName
(
"X"
)));
op
->
SetOutput
(
"Out"
,
this
->
InputGrad
(
framework
::
GradVarName
(
"Out"
)));
op
->
SetAttrMap
(
this
->
Attrs
());
op
->
SetType
(
"reduce_sum"
);
}
};
class
ReduceSumVarTypeInference
:
public
paddle
::
framework
::
VarTypeInference
{
public:
void
operator
()(
paddle
::
framework
::
InferVarTypeContext
*
ctx
)
const
override
{
...
...
@@ -77,6 +91,8 @@ REGISTER_OPERATOR(reduce_sum, ops::ReduceOp, ReduceSumOpMaker,
ops
::
ReduceSumOpGradMaker
<
paddle
::
framework
::
OpDesc
>
,
ops
::
ReduceSumOpGradMaker
<
paddle
::
imperative
::
OpBase
>
);
REGISTER_OPERATOR
(
reduce_sum_grad
,
ops
::
ReduceGradOp
,
ops
::
ReduceSumDoubleOpGradMaker
<
paddle
::
framework
::
OpDesc
>
,
ops
::
ReduceSumDoubleOpGradMaker
<
paddle
::
imperative
::
OpBase
>
,
ops
::
ReduceSumGradNoNeedBufferVarInference
);
REGISTER_OP_CPU_KERNEL
(
...
...
python/paddle/fluid/tests/unittests/test_nn_grad.py
浏览文件 @
ba891437
...
...
@@ -101,6 +101,29 @@ class TestReduceMeanWithDimDoubleGradCheck(unittest.TestCase):
self
.
func
(
p
)
class
TestReduceSumWithDimDoubleGradCheck
(
unittest
.
TestCase
):
@
prog_scope
()
def
func
(
self
,
place
):
shape
=
[
7
,
11
]
eps
=
0.05
dtype
=
np
.
float64
x
=
layers
.
data
(
'x'
,
shape
,
False
,
dtype
)
x
.
persistable
=
True
y
=
layers
.
reduce_sum
(
x
,
dim
=
0
)
x_arr
=
np
.
random
.
uniform
(
-
1
,
1
,
shape
).
astype
(
dtype
)
gradient_checker
.
double_grad_check
(
[
x
],
y
,
x_init
=
x_arr
,
place
=
place
,
eps
=
eps
)
def
test_grad
(
self
):
places
=
[
fluid
.
CPUPlace
()]
if
core
.
is_compiled_with_cuda
():
places
.
append
(
fluid
.
CUDAPlace
(
0
))
for
p
in
places
:
self
.
func
(
p
)
class
TestMulDoubleGradCheck
(
unittest
.
TestCase
):
@
prog_scope
()
def
func
(
self
,
place
):
...
...
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