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1454cd54
编写于
9月 11, 2018
作者:
B
bingyanghuang
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1 changed file
with
31 addition
and
33 deletion
+31
-33
paddle/fluid/operators/math/sequence_pooling.cc
paddle/fluid/operators/math/sequence_pooling.cc
+31
-33
未找到文件。
paddle/fluid/operators/math/sequence_pooling.cc
浏览文件 @
1454cd54
...
...
@@ -109,40 +109,38 @@ class LastFirstSeqPoolFunctor {
void
operator
()(
const
platform
::
CPUDeviceContext
&
context
,
const
framework
::
LoDTensor
&
input
,
framework
::
Tensor
*
output
,
const
std
::
string
pooltype
)
{
//Create pointers to input and output data
auto
*
in_data
=
input
.
data
<
T
>
();
auto
*
out_data
=
output
->
data
<
T
>
();
//Calculate the size of each item in sequence
int64_t
item_size
=
input
.
numel
()
/
input
.
dims
()[
0
];
auto
lod
=
input
.
lod
()[
0
];
int
seq_num
=
static_cast
<
int
>
(
lod
.
size
())
-
1
;
if
(
pooltype
==
"LAST"
){
for
(
int
i
=
0
;
i
<
seq_num
;
++
i
){
//Calculate the length of each sequence
int64_t
seq_len
=
static_cast
<
int64_t
>
(
lod
[
i
+
1
]
-
lod
[
i
]);
//Point to the begin of next sequence
in_data
+=
seq_len
*
item_size
;
//Copy the last item to output
std
::
memcpy
(
out_data
,(
in_data
-
item_size
),
item_size
*
sizeof
(
T
));
out_data
+=
item_size
;
}
}
else
if
(
pooltype
==
"FIRST"
){
for
(
int
i
=
0
;
i
<
seq_num
;
++
i
){
//Calculate the length of each sequence
int64_t
seq_len
=
static_cast
<
int64_t
>
(
lod
[
i
+
1
]
-
lod
[
i
]);
//Copy the first item of sequence to output
std
::
memcpy
(
out_data
,
in_data
,
item_size
*
sizeof
(
T
));
//Point to the next sequence
in_data
+=
seq_len
*
item_size
;
out_data
+=
item_size
;
}
}
else
{
PADDLE_THROW
(
"it's not LAST or FIRST pool type"
);
// Create pointers to input and output data
auto
*
in_data
=
input
.
data
<
T
>
();
auto
*
out_data
=
output
->
data
<
T
>
();
// Calculate the size of each item in sequence
int64_t
item_size
=
input
.
numel
()
/
input
.
dims
()[
0
];
auto
lod
=
input
.
lod
()[
0
];
int
seq_num
=
static_cast
<
int
>
(
lod
.
size
())
-
1
;
if
(
pooltype
==
"LAST"
)
{
for
(
int
i
=
0
;
i
<
seq_num
;
++
i
)
{
// Calculate the length of each sequence
int64_t
seq_len
=
static_cast
<
int64_t
>
(
lod
[
i
+
1
]
-
lod
[
i
]);
// Point to the begin of next sequence
in_data
+=
seq_len
*
item_size
;
// Copy the last item of sequence to output
std
::
memcpy
(
out_data
,
(
in_data
-
item_size
),
item_size
*
sizeof
(
T
));
out_data
+=
item_size
;
}
}
}
else
if
(
pooltype
==
"FIRST"
)
{
for
(
int
i
=
0
;
i
<
seq_num
;
++
i
)
{
// Calculate the length of each sequence
int64_t
seq_len
=
static_cast
<
int64_t
>
(
lod
[
i
+
1
]
-
lod
[
i
]);
// Copy the first item of sequence to output
std
::
memcpy
(
out_data
,
in_data
,
item_size
*
sizeof
(
T
));
// Point to the next sequence
in_data
+=
seq_len
*
item_size
;
out_data
+=
item_size
;
}
}
else
{
PADDLE_THROW
(
"it's not LAST or FIRST pool type"
);
}
}
};
template
<
typename
T
>
...
...
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