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1e0ea6a4
编写于
6月 02, 2022
作者:
W
wanghuancoder
提交者:
GitHub
6月 02, 2022
浏览文件
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电子邮件补丁
差异文件
[Eager] clear_gradient use set_constant but not zeros_like (#43171)
* clear_gradient use set_constant but not zeros_like
上级
3fcfcd51
变更
1
隐藏空白更改
内联
并排
Showing
1 changed file
with
21 addition
and
4 deletion
+21
-4
paddle/fluid/pybind/eager_method.cc
paddle/fluid/pybind/eager_method.cc
+21
-4
未找到文件。
paddle/fluid/pybind/eager_method.cc
浏览文件 @
1e0ea6a4
...
@@ -53,6 +53,7 @@ typedef SSIZE_T ssize_t;
...
@@ -53,6 +53,7 @@ typedef SSIZE_T ssize_t;
#include "paddle/fluid/memory/allocation/mmap_allocator.h"
#include "paddle/fluid/memory/allocation/mmap_allocator.h"
#include "paddle/fluid/pybind/tensor_py.h"
#include "paddle/fluid/pybind/tensor_py.h"
#include "paddle/phi/core/ddim.h"
#include "paddle/phi/core/ddim.h"
#include "paddle/phi/kernels/funcs/math_function.h"
namespace
paddle
{
namespace
paddle
{
namespace
pybind
{
namespace
pybind
{
...
@@ -518,7 +519,10 @@ static PyObject* tensor_clear_gradient(TensorObject* self, PyObject* args,
...
@@ -518,7 +519,10 @@ static PyObject* tensor_clear_gradient(TensorObject* self, PyObject* args,
}
else
if
(
grad
->
is_dense_tensor
())
{
}
else
if
(
grad
->
is_dense_tensor
())
{
if
(
grad
->
initialized
())
{
if
(
grad
->
initialized
())
{
if
(
set_to_zero
)
{
if
(
set_to_zero
)
{
grad
->
set_impl
(
paddle
::
experimental
::
zeros_like
(
*
grad
).
impl
());
auto
*
grad_t
=
static_cast
<
phi
::
DenseTensor
*>
(
grad
->
impl
().
get
());
auto
*
dev_ctx
=
platform
::
DeviceContextPool
::
Instance
().
Get
(
grad_t
->
place
());
phi
::
funcs
::
set_constant
(
*
dev_ctx
,
grad_t
,
0.0
);
if
(
is_leaf
)
{
if
(
is_leaf
)
{
std
::
static_pointer_cast
<
egr
::
GradNodeAccumulation
>
(
std
::
static_pointer_cast
<
egr
::
GradNodeAccumulation
>
(
egr
::
EagerUtils
::
grad_node
(
self
->
tensor
))
egr
::
EagerUtils
::
grad_node
(
self
->
tensor
))
...
@@ -555,13 +559,26 @@ static PyObject* tensor__zero_grads(TensorObject* self, PyObject* args,
...
@@ -555,13 +559,26 @@ static PyObject* tensor__zero_grads(TensorObject* self, PyObject* args,
"Please check if you have manually cleared"
"Please check if you have manually cleared"
"the grad inside autograd_meta"
));
"the grad inside autograd_meta"
));
if
(
grad
->
initialized
())
{
if
(
grad
->
initialized
())
{
grad
->
set_impl
(
paddle
::
experimental
::
zeros_like
(
*
(
grad
)).
impl
());
if
(
grad
->
is_dense_tensor
())
{
auto
*
t
=
static_cast
<
phi
::
DenseTensor
*>
(
grad
->
impl
().
get
());
auto
*
dev_ctx
=
platform
::
DeviceContextPool
::
Instance
().
Get
(
t
->
place
());
phi
::
funcs
::
set_constant
(
*
dev_ctx
,
t
,
0.0
);
}
else
{
grad
->
set_impl
(
paddle
::
experimental
::
zeros_like
(
*
(
grad
)).
impl
());
}
}
}
}
else
{
}
else
{
auto
meta
=
egr
::
EagerUtils
::
unsafe_autograd_meta
(
self
->
tensor
);
auto
meta
=
egr
::
EagerUtils
::
unsafe_autograd_meta
(
self
->
tensor
);
if
(
meta
->
MutableGrad
()
->
initialized
())
{
if
(
meta
->
MutableGrad
()
->
initialized
())
{
meta
->
MutableGrad
()
->
set_impl
(
if
(
meta
->
MutableGrad
()
->
is_dense_tensor
())
{
paddle
::
experimental
::
zeros_like
(
*
(
meta
->
MutableGrad
())).
impl
());
auto
*
t
=
static_cast
<
phi
::
DenseTensor
*>
(
meta
->
MutableGrad
()
->
impl
().
get
());
auto
*
dev_ctx
=
platform
::
DeviceContextPool
::
Instance
().
Get
(
t
->
place
());
phi
::
funcs
::
set_constant
(
*
dev_ctx
,
t
,
0.0
);
}
else
{
meta
->
MutableGrad
()
->
set_impl
(
paddle
::
experimental
::
zeros_like
(
*
(
meta
->
MutableGrad
())).
impl
());
}
}
}
}
}
...
...
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