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bbad3414
编写于
9月 14, 2020
作者:
Z
Zhong Hui
提交者:
GitHub
9月 14, 2020
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Enhance the error messages for files in operators/math
Enhance the error messages for files in operators/math
上级
d4f03dfb
变更
6
显示空白变更内容
内联
并排
Showing
6 changed file
with
175 addition
and
59 deletion
+175
-59
paddle/fluid/operators/math/concat_test.cc
paddle/fluid/operators/math/concat_test.cc
+70
-16
paddle/fluid/operators/math/context_project.h
paddle/fluid/operators/math/context_project.h
+4
-1
paddle/fluid/operators/math/cpu_vec.h
paddle/fluid/operators/math/cpu_vec.h
+4
-1
paddle/fluid/operators/math/cross_entropy.cu
paddle/fluid/operators/math/cross_entropy.cu
+2
-2
paddle/fluid/operators/math/im2col.cc
paddle/fluid/operators/math/im2col.cc
+47
-19
paddle/fluid/operators/math/im2col.cu
paddle/fluid/operators/math/im2col.cu
+48
-20
未找到文件。
paddle/fluid/operators/math/concat_test.cc
浏览文件 @
bbad3414
...
...
@@ -79,8 +79,16 @@ void ConcatCase1(DeviceContext* context) {
concat_functor
(
*
context
,
input
,
0
,
&
out
);
// check the dim of input_a, input_b
PADDLE_ENFORCE_EQ
(
input_a
.
dims
(),
dim_a
);
PADDLE_ENFORCE_EQ
(
input_b
.
dims
(),
dim_b
);
PADDLE_ENFORCE_EQ
(
input_a
.
dims
(),
dim_a
,
paddle
::
platform
::
errors
::
InvalidArgument
(
"The dims of Input tensor should be the same as the "
"declared dims. Tensor dims: [%s], declared dims: [%s]"
,
input_a
.
dims
(),
dim_a
));
PADDLE_ENFORCE_EQ
(
input_b
.
dims
(),
dim_b
,
paddle
::
platform
::
errors
::
InvalidArgument
(
"The dims of Input tensor should be the same as the "
"declared dims. Tensor dims: [%s], declared dims: [%s]"
,
input_b
.
dims
(),
dim_b
));
int
*
out_ptr
=
nullptr
;
if
(
paddle
::
platform
::
is_gpu_place
(
Place
()))
{
...
...
@@ -95,10 +103,14 @@ void ConcatCase1(DeviceContext* context) {
int
idx_a
=
0
,
idx_b
=
0
;
for
(
int
j
=
0
;
j
<
5
*
3
*
4
;
++
j
)
{
if
(
j
>=
cols
)
{
PADDLE_ENFORCE_EQ
(
out_ptr
[
j
],
b_ptr
[
idx_b
]);
PADDLE_ENFORCE_EQ
(
out_ptr
[
j
],
b_ptr
[
idx_b
],
paddle
::
platform
::
errors
::
InvalidArgument
(
"Concat test failed, the result should be equal."
));
++
idx_b
;
}
else
{
PADDLE_ENFORCE_EQ
(
out_ptr
[
j
],
a_ptr
[
idx_a
]);
PADDLE_ENFORCE_EQ
(
out_ptr
[
j
],
a_ptr
[
idx_a
],
paddle
::
platform
::
errors
::
InvalidArgument
(
"Concat test failed, the result should be equal."
));
++
idx_a
;
}
}
...
...
@@ -166,8 +178,16 @@ void ConcatCase2(DeviceContext* context) {
concat_functor
(
*
context
,
input
,
1
,
&
out
);
// check the dim of input_a, input_b
PADDLE_ENFORCE_EQ
(
input_a
.
dims
(),
dim_a
);
PADDLE_ENFORCE_EQ
(
input_b
.
dims
(),
dim_b
);
PADDLE_ENFORCE_EQ
(
input_a
.
dims
(),
dim_a
,
paddle
::
platform
::
errors
::
InvalidArgument
(
"The dims of Input tensor should be the same as the "
"declared dims. Tensor dims: [%s], declared dims: [%s]"
,
input_a
.
dims
(),
dim_a
));
PADDLE_ENFORCE_EQ
(
input_b
.
dims
(),
dim_b
,
paddle
::
platform
::
errors
::
InvalidArgument
(
"The dims of Input tensor should be the same as the "
"declared dims. Tensor dims: [%s], declared dims: [%s]"
,
input_b
.
dims
(),
dim_b
));
int
*
out_ptr
=
nullptr
;
if
(
paddle
::
platform
::
is_gpu_place
(
Place
()))
{
...
...
@@ -183,10 +203,16 @@ void ConcatCase2(DeviceContext* context) {
for
(
int
i
=
0
;
i
<
2
;
++
i
)
{
for
(
int
j
=
0
;
j
<
28
;
++
j
)
{
if
(
j
>=
cols
)
{
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
28
+
j
],
b_ptr
[
idx_b
]);
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
28
+
j
],
b_ptr
[
idx_b
],
paddle
::
platform
::
errors
::
InvalidArgument
(
"Concat test failed, the result should be equal."
));
++
idx_b
;
}
else
{
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
28
+
j
],
a_ptr
[
idx_a
]);
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
28
+
j
],
a_ptr
[
idx_a
],
paddle
::
platform
::
errors
::
InvalidArgument
(
"Concat test failed, the result should be equal."
));
++
idx_a
;
}
}
...
...
@@ -255,8 +281,16 @@ void ConcatCase3(DeviceContext* context) {
concat_functor
(
*
context
,
input
,
2
,
&
out
);
// check the dim of input_a, input_b
PADDLE_ENFORCE_EQ
(
input_a
.
dims
(),
dim_a
);
PADDLE_ENFORCE_EQ
(
input_b
.
dims
(),
dim_b
);
PADDLE_ENFORCE_EQ
(
input_a
.
dims
(),
dim_a
,
paddle
::
platform
::
errors
::
InvalidArgument
(
"The dims of Input tensor should be the same as the "
"declared dims. Tensor dims: [%s], declared dims: [%s]"
,
input_a
.
dims
(),
dim_a
));
PADDLE_ENFORCE_EQ
(
input_b
.
dims
(),
dim_b
,
paddle
::
platform
::
errors
::
InvalidArgument
(
"The dims of Input tensor should be the same as the "
"declared dims. Tensor dims: [%s], declared dims: [%s]"
,
input_b
.
dims
(),
dim_b
));
int
*
out_ptr
=
nullptr
;
if
(
paddle
::
platform
::
is_gpu_place
(
Place
()))
{
...
...
@@ -273,10 +307,16 @@ void ConcatCase3(DeviceContext* context) {
for
(
int
i
=
0
;
i
<
6
;
++
i
)
{
for
(
int
j
=
0
;
j
<
9
;
++
j
)
{
if
(
j
>=
cols
)
{
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
9
+
j
],
b_ptr
[
idx_b
]);
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
9
+
j
],
b_ptr
[
idx_b
],
paddle
::
platform
::
errors
::
InvalidArgument
(
"Concat test failed, the result should be equal."
));
++
idx_b
;
}
else
{
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
9
+
j
],
a_ptr
[
idx_a
]);
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
9
+
j
],
a_ptr
[
idx_a
],
paddle
::
platform
::
errors
::
InvalidArgument
(
"Concat test failed, the result should be equal."
));
++
idx_a
;
}
}
...
...
@@ -347,8 +387,16 @@ void ConcatCase4(DeviceContext* context) {
context
->
Wait
();
// check the dim of input_a, input_b
PADDLE_ENFORCE_EQ
(
input_a
.
dims
(),
dim_a
);
PADDLE_ENFORCE_EQ
(
input_b
.
dims
(),
dim_b
);
PADDLE_ENFORCE_EQ
(
input_a
.
dims
(),
dim_a
,
paddle
::
platform
::
errors
::
InvalidArgument
(
"The dims of Input tensor should be the same as the "
"declared dims. Tensor dims: [%s], declared dims: [%s]"
,
input_a
.
dims
(),
dim_a
));
PADDLE_ENFORCE_EQ
(
input_b
.
dims
(),
dim_b
,
paddle
::
platform
::
errors
::
InvalidArgument
(
"The dims of Input tensor should be the same as the "
"declared dims. Tensor dims: [%s], declared dims: [%s]"
,
input_b
.
dims
(),
dim_b
));
int
*
out_ptr
=
nullptr
;
if
(
paddle
::
platform
::
is_gpu_place
(
Place
()))
{
...
...
@@ -365,10 +413,16 @@ void ConcatCase4(DeviceContext* context) {
for
(
int
i
=
0
;
i
<
2
;
++
i
)
{
for
(
int
j
=
0
;
j
<
24
;
++
j
)
{
if
(
j
>=
cols
)
{
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
24
+
j
],
b_ptr
[
idx_b
]);
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
24
+
j
],
b_ptr
[
idx_b
],
paddle
::
platform
::
errors
::
InvalidArgument
(
"Concat test failed, the result should be equal."
));
++
idx_b
;
}
else
{
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
24
+
j
],
a_ptr
[
idx_a
]);
PADDLE_ENFORCE_EQ
(
out_ptr
[
i
*
24
+
j
],
a_ptr
[
idx_a
],
paddle
::
platform
::
errors
::
InvalidArgument
(
"Concat test failed, the result should be equal."
));
++
idx_a
;
}
}
...
...
paddle/fluid/operators/math/context_project.h
浏览文件 @
bbad3414
...
...
@@ -134,7 +134,10 @@ class ContextProjectFunctor {
}
}
if
(
padding_trainable
)
{
PADDLE_ENFORCE_NOT_NULL
(
padding_data
);
PADDLE_ENFORCE_NOT_NULL
(
padding_data
,
platform
::
errors
::
InvalidArgument
(
"The input tensor 'padding_data' should not be NULL."
));
for
(
int
i
=
0
;
i
<
static_cast
<
int
>
(
lod_level_0
.
size
())
-
1
;
++
i
)
{
if
(
lod_level_0
[
i
]
==
lod_level_0
[
i
+
1
])
continue
;
...
...
paddle/fluid/operators/math/cpu_vec.h
浏览文件 @
bbad3414
...
...
@@ -621,7 +621,10 @@ class VecActivations {
}
else
if
(
type
==
"identity"
||
type
==
""
)
{
return
vec_identity
<
T
,
isa
>
;
}
PADDLE_THROW
(
"Not support type: %s"
,
type
);
PADDLE_THROW
(
platform
::
errors
::
InvalidArgument
(
"Expected type should be one of sigmod, relu, tanh, identity. But got "
"not support type: %s."
,
type
));
}
};
...
...
paddle/fluid/operators/math/cross_entropy.cu
浏览文件 @
bbad3414
...
...
@@ -27,8 +27,8 @@ __global__ void CrossEntropyKernel(T* Y, const T* X, const int64_t* label,
const
int
ignore_index
)
{
CUDA_KERNEL_LOOP
(
i
,
N
)
{
PADDLE_ENFORCE
(
label
[
i
]
>=
0
&&
label
[
i
]
<
D
||
label
[
i
]
==
ignore_index
,
"
label[%d] expected >= 0 and < %ld, or == %ld, but got
"
"%ld. Please check input value."
,
"
The value of label[%d] expected >= 0 and < %ld, or == %ld,
"
"
but got
%ld. Please check input value."
,
i
,
D
,
ignore_index
,
label
[
i
]);
Y
[
i
]
=
ignore_index
==
label
[
i
]
?
static_cast
<
T
>
(
0
)
...
...
paddle/fluid/operators/math/im2col.cc
浏览文件 @
bbad3414
...
...
@@ -34,9 +34,16 @@ class Im2ColFunctor<paddle::operators::math::ColFormat::kCFO,
const
std
::
vector
<
int
>&
stride
,
const
std
::
vector
<
int
>&
padding
,
framework
::
Tensor
*
col
,
const
DataLayout
data_layout
)
{
PADDLE_ENFORCE_EQ
(
im
.
dims
().
size
(),
3
,
"The dimension of im should be 3."
);
PADDLE_ENFORCE_EQ
(
im
.
dims
().
size
(),
3
,
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'im' should be 3. But got "
"the dims of tensor 'im' is [%s]."
,
im
.
dims
()));
PADDLE_ENFORCE_EQ
(
col
->
dims
().
size
(),
5
,
"The dimension of col should be 5."
);
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'col' should be 5. But got "
"the dims of tensor 'col' is [%s]."
,
col
->
dims
()));
if
(
stride
[
0
]
==
1
&&
stride
[
1
]
==
1
&&
dilation
[
0
]
==
1
&&
dilation
[
1
]
==
1
)
{
...
...
@@ -70,9 +77,16 @@ class Col2ImFunctor<paddle::operators::math::ColFormat::kCFO,
const
std
::
vector
<
int
>&
stride
,
const
std
::
vector
<
int
>&
padding
,
framework
::
Tensor
*
im
,
const
DataLayout
data_layout
)
{
PADDLE_ENFORCE_EQ
(
im
->
dims
().
size
(),
3
,
"The dimension of im should be 3."
);
PADDLE_ENFORCE_EQ
(
im
->
dims
().
size
(),
3
,
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'im' should be 3. But got "
"the dims of tensor 'im' is [%s]."
,
im
->
dims
()));
PADDLE_ENFORCE_EQ
(
col
.
dims
().
size
(),
5
,
"The dimension of col should be 5."
);
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'col' should be 5. But got "
"the dims of tensor 'col' is [%s]."
,
col
.
dims
()));
int
im_channels
=
(
data_layout
!=
DataLayout
::
kNHWC
?
im
->
dims
()[
0
]
:
im
->
dims
()[
2
]);
int
im_height
=
...
...
@@ -88,16 +102,16 @@ class Col2ImFunctor<paddle::operators::math::ColFormat::kCFO,
((
dilation
[
0
]
*
(
filter_height
-
1
)
+
1
)))
/
stride
[
0
]
+
1
,
col_height
,
"Output_height and padding(padding_up, padding_down) are
"
"inconsistent."
);
col_height
,
platform
::
errors
::
InvalidArgument
(
"Output_height and padding(padding_up,
"
"padding_down) are inconsistent."
)
);
PADDLE_ENFORCE_EQ
((
im_width
+
padding
[
1
]
+
padding
[
3
]
-
((
dilation
[
1
]
*
(
filter_width
-
1
)
+
1
)))
/
stride
[
1
]
+
1
,
col_width
,
"Output_height and padding(padding_up, padding_down) are
"
"inconsistent."
);
col_width
,
platform
::
errors
::
InvalidArgument
(
"Output_height and padding(padding_up,
"
"padding_down) are inconsistent."
)
);
int
channels_col
=
im_channels
*
filter_height
*
filter_width
;
...
...
@@ -154,9 +168,16 @@ class Im2ColFunctor<paddle::operators::math::ColFormat::kOCF,
const
std
::
vector
<
int
>&
stride
,
const
std
::
vector
<
int
>&
padding
,
framework
::
Tensor
*
col
,
const
DataLayout
data_layout
)
{
PADDLE_ENFORCE_EQ
(
im
.
dims
().
size
(),
3
,
"The dimension of im should be 3."
);
PADDLE_ENFORCE_EQ
(
im
.
dims
().
size
(),
3
,
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'im' should be 3. But got "
"the dims of tensor 'im' is [%s]."
,
im
.
dims
()));
PADDLE_ENFORCE_EQ
(
col
->
dims
().
size
(),
5
,
"The dimension of col should be 5."
);
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'col' should be 5. But got "
"the dims of tensor 'col' is [%s]."
,
col
->
dims
()));
int
im_channels
=
im
.
dims
()[
0
];
int
im_height
=
im
.
dims
()[
1
];
int
im_width
=
im
.
dims
()[
2
];
...
...
@@ -218,9 +239,16 @@ class Col2ImFunctor<paddle::operators::math::ColFormat::kOCF,
const
std
::
vector
<
int
>&
stride
,
const
std
::
vector
<
int
>&
padding
,
framework
::
Tensor
*
im
,
const
DataLayout
data_layout
)
{
PADDLE_ENFORCE_EQ
(
im
->
dims
().
size
(),
3
,
"The dimension of im should be 3."
);
PADDLE_ENFORCE_EQ
(
im
->
dims
().
size
(),
3
,
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'im' should be 3. But got "
"the dims of tensor 'im' is [%s]."
,
im
->
dims
()));
PADDLE_ENFORCE_EQ
(
col
.
dims
().
size
(),
5
,
"The dimension of col should be 5."
);
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'col' should be 5. But got "
"the dims of tensor 'col' is [%s]."
,
col
.
dims
()));
int
im_channels
=
im
->
dims
()[
0
];
int
im_height
=
im
->
dims
()[
1
];
int
im_width
=
im
->
dims
()[
2
];
...
...
@@ -231,14 +259,14 @@ class Col2ImFunctor<paddle::operators::math::ColFormat::kOCF,
PADDLE_ENFORCE_EQ
(
(
im_height
+
padding
[
0
]
+
padding
[
2
]
-
filter_height
)
/
stride
[
0
]
+
1
,
col_height
,
"Output_height and padding(padding_up, padding_down) are
"
"inconsistent."
);
col_height
,
platform
::
errors
::
InvalidArgument
(
"Output_height and padding(padding_up, padding_down)
"
"are inconsistent."
)
);
PADDLE_ENFORCE_EQ
(
(
im_width
+
padding
[
1
]
+
padding
[
3
]
-
filter_width
)
/
stride
[
1
]
+
1
,
col_width
,
"col_width and padding(padding_left, padding_right) are
"
"inconsistent."
);
platform
::
errors
::
InvalidArgument
(
"col_width and padding(padding_left,
"
"padding_right) are inconsistent."
)
);
T
*
im_data
=
im
->
data
<
T
>
();
const
T
*
col_data
=
col
.
data
<
T
>
();
...
...
paddle/fluid/operators/math/im2col.cu
浏览文件 @
bbad3414
...
...
@@ -81,9 +81,16 @@ class Im2ColFunctor<paddle::operators::math::ColFormat::kCFO,
const
std
::
vector
<
int
>&
stride
,
const
std
::
vector
<
int
>&
padding
,
framework
::
Tensor
*
col
,
const
DataLayout
data_layout
)
{
PADDLE_ENFORCE_EQ
(
im
.
dims
().
size
(),
3
,
"The dimension of im should be 3."
);
PADDLE_ENFORCE_EQ
(
im
.
dims
().
size
(),
3
,
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'im' should be 3. But got "
"the dims of tensor 'im' is [%s]."
,
im
.
dims
()));
PADDLE_ENFORCE_EQ
(
col
->
dims
().
size
(),
5
,
"The dimension of col should be 5."
);
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'col' should be 5. But got "
"the dims of tensor 'col' is [%s]."
,
col
->
dims
()));
int
im_channels
=
(
data_layout
!=
DataLayout
::
kNHWC
?
im
.
dims
()[
0
]
:
im
.
dims
()[
2
]);
...
...
@@ -182,9 +189,16 @@ class Col2ImFunctor<paddle::operators::math::ColFormat::kCFO,
const
std
::
vector
<
int
>&
stride
,
const
std
::
vector
<
int
>&
padding
,
framework
::
Tensor
*
im
,
const
DataLayout
data_layout
)
{
PADDLE_ENFORCE_EQ
(
im
->
dims
().
size
(),
3
,
"The dimension of im should be 3."
);
PADDLE_ENFORCE_EQ
(
im
->
dims
().
size
(),
3
,
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'im' should be 3. But got "
"the dims of tensor 'im' is [%s]."
,
im
->
dims
()));
PADDLE_ENFORCE_EQ
(
col
.
dims
().
size
(),
5
,
"The dimension of col should be 5."
);
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'col' should be 5. But got "
"the dims of tensor 'col' is [%s]."
,
col
.
dims
()));
int
im_channels
=
(
data_layout
!=
DataLayout
::
kNHWC
?
im
->
dims
()[
0
]
:
im
->
dims
()[
2
]);
...
...
@@ -201,16 +215,16 @@ class Col2ImFunctor<paddle::operators::math::ColFormat::kCFO,
(
dilation
[
0
]
*
(
filter_height
-
1
)
+
1
))
/
stride
[
0
]
+
1
,
col_height
,
"Output_height and padding(padding_up, padding_down) are
"
"inconsistent."
);
col_height
,
platform
::
errors
::
InvalidArgument
(
"Output_height and padding(padding_up,
"
"padding_down) are inconsistent."
)
);
PADDLE_ENFORCE_EQ
((
im_width
+
padding
[
1
]
+
padding
[
3
]
-
(
dilation
[
1
]
*
(
filter_width
-
1
)
+
1
))
/
stride
[
1
]
+
1
,
col_width
,
"col_width and padding(padding_left, padding_right) are
"
"inconsistent."
);
col_width
,
platform
::
errors
::
InvalidArgument
(
"col_width and padding(padding_left,
"
"padding_right) are inconsistent."
)
);
size_t
num_kernels
=
im_channels
*
im_height
*
im_width
;
...
...
@@ -285,9 +299,16 @@ class Im2ColFunctor<paddle::operators::math::ColFormat::kOCF,
const
std
::
vector
<
int
>&
stride
,
const
std
::
vector
<
int
>&
padding
,
framework
::
Tensor
*
col
,
const
DataLayout
data_layout
)
{
PADDLE_ENFORCE_EQ
(
im
.
dims
().
size
(),
3
,
"The dimension of im should be 3."
);
PADDLE_ENFORCE_EQ
(
im
.
dims
().
size
(),
3
,
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'im' should be 3. But got "
"the dims of tensor 'im' is [%s]."
,
im
.
dims
()));
PADDLE_ENFORCE_EQ
(
col
->
dims
().
size
(),
5
,
"The dimension of col should be 5."
);
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'col' should be 5. But got "
"the dims of tensor 'col' is [%s]."
,
col
->
dims
()));
int
im_channels
=
im
.
dims
()[
0
];
int
im_height
=
im
.
dims
()[
1
];
...
...
@@ -370,9 +391,16 @@ class Col2ImFunctor<paddle::operators::math::ColFormat::kOCF,
const
std
::
vector
<
int
>&
stride
,
const
std
::
vector
<
int
>&
padding
,
framework
::
Tensor
*
im
,
const
DataLayout
data_layout
)
{
PADDLE_ENFORCE_EQ
(
im
->
dims
().
size
(),
3
,
"The dimension of im should be 3."
);
PADDLE_ENFORCE_EQ
(
im
->
dims
().
size
(),
3
,
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'im' should be 3. But got "
"the dims of tensor 'im' is [%s]."
,
im
->
dims
()));
PADDLE_ENFORCE_EQ
(
col
.
dims
().
size
(),
5
,
"The dimension of col should be 5."
);
platform
::
errors
::
InvalidArgument
(
"The dimension of tensor 'col' should be 5. But got "
"the dims of tensor 'col' is [%s]."
,
col
.
dims
()));
int
im_channels
=
im
->
dims
()[
0
];
int
im_height
=
im
->
dims
()[
1
];
...
...
@@ -386,16 +414,16 @@ class Col2ImFunctor<paddle::operators::math::ColFormat::kOCF,
(
dilation
[
0
]
*
(
filter_height
-
1
)
+
1
))
/
stride
[
0
]
+
1
,
col_height
,
"Output_height and padding(padding_up, padding_down) are
"
"inconsistent."
);
col_height
,
platform
::
errors
::
InvalidArgument
(
"Output_height and padding(padding_up,
"
"padding_down) are inconsistent."
)
);
PADDLE_ENFORCE_EQ
((
im_width
+
padding
[
1
]
+
padding
[
3
]
-
(
dilation
[
1
]
*
(
filter_width
-
1
)
+
1
))
/
stride
[
1
]
+
1
,
col_width
,
"col_width and padding(padding_left, padding_right) are
"
"inconsistent."
);
col_width
,
platform
::
errors
::
InvalidArgument
(
"col_width and padding(padding_left,
"
"padding_right) are inconsistent."
)
);
int
block_dim_x
=
0
;
int
block_dim_y
=
0
;
...
...
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