Skip to content
体验新版
项目
组织
正在加载...
登录
切换导航
打开侧边栏
ujs_wantz
Paddle
提交
9b031026
P
Paddle
项目概览
ujs_wantz
/
Paddle
与 Fork 源项目一致
Fork自
PaddlePaddle / Paddle
通知
1
Star
1
Fork
0
代码
文件
提交
分支
Tags
贡献者
分支图
Diff
Issue
1
列表
看板
标记
里程碑
合并请求
0
Wiki
0
Wiki
分析
仓库
DevOps
项目成员
Pages
P
Paddle
项目概览
项目概览
详情
发布
仓库
仓库
文件
提交
分支
标签
贡献者
分支图
比较
Issue
1
Issue
1
列表
看板
标记
里程碑
合并请求
0
合并请求
0
Pages
分析
分析
仓库分析
DevOps
Wiki
0
Wiki
成员
成员
收起侧边栏
关闭侧边栏
动态
分支图
创建新Issue
提交
Issue看板
体验新版 GitCode,发现更多精彩内容 >>
未验证
提交
9b031026
编写于
6月 21, 2022
作者:
C
cifar10
提交者:
GitHub
6月 21, 2022
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
add mlu expand_as_v2 kernel (#43393)
上级
d876952d
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
280 addition
and
0 deletion
+280
-0
paddle/fluid/operators/expand_as_v2_op_mlu.cc
paddle/fluid/operators/expand_as_v2_op_mlu.cc
+99
-0
python/paddle/fluid/tests/unittests/mlu/test_expand_as_v2_op_mlu.py
...dle/fluid/tests/unittests/mlu/test_expand_as_v2_op_mlu.py
+181
-0
未找到文件。
paddle/fluid/operators/expand_as_v2_op_mlu.cc
0 → 100644
浏览文件 @
9b031026
/* Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License. */
#include "paddle/fluid/framework/op_registry.h"
#include "paddle/fluid/framework/operator.h"
#include "paddle/fluid/framework/tensor.h"
#include "paddle/fluid/operators/expand_as_v2_op.h"
#include "paddle/fluid/operators/mlu/mlu_baseop.h"
namespace
paddle
{
namespace
operators
{
using
Tensor
=
framework
::
Tensor
;
template
<
typename
T
>
class
ExpandAsV2MLUKernel
:
public
framework
::
OpKernel
<
T
>
{
public:
void
Compute
(
const
framework
::
ExecutionContext
&
context
)
const
override
{
auto
rank
=
context
.
Input
<
Tensor
>
(
"X"
)
->
dims
().
size
();
auto
target_shape
=
context
.
Attr
<
std
::
vector
<
int
>>
(
"target_shape"
);
auto
target_rank
=
target_shape
.
size
();
PADDLE_ENFORCE_GE
(
target_rank
,
rank
,
platform
::
errors
::
InvalidArgument
(
"The rank (%d) of the input 'target_tensor' for "
"expand_as_v2 op must be greater than or equal to "
"the rank (%d) of the input 'x'."
,
target_rank
,
rank
));
PADDLE_ENFORCE_GE
(
rank
,
1
,
platform
::
errors
::
InvalidArgument
(
"The rank (%d) of the input 'x' for "
"expand_as_v2 op must be positive."
,
rank
));
PADDLE_ENFORCE_LE
(
target_rank
,
MAX_RANK_SUPPORTED
,
platform
::
errors
::
InvalidArgument
(
"The rank (%d) of the input 'target_tensor' for "
"expand_as_v2 op must be less than or equal to %d."
,
target_rank
,
MAX_RANK_SUPPORTED
));
ExpandAs
(
context
);
}
protected:
void
ExpandAs
(
const
framework
::
ExecutionContext
&
context
)
const
{
auto
*
in0
=
context
.
Input
<
Tensor
>
(
"X"
);
auto
in_dims
=
in0
->
dims
();
auto
target_shape
=
context
.
Attr
<
std
::
vector
<
int
>>
(
"target_shape"
);
auto
vec_in_dims
=
phi
::
vectorize
<
int
>
(
in_dims
);
auto
diff
=
target_shape
.
size
()
-
vec_in_dims
.
size
();
vec_in_dims
.
insert
(
vec_in_dims
.
begin
(),
diff
,
1
);
for
(
size_t
i
=
0
;
i
<
vec_in_dims
.
size
();
++
i
)
{
PADDLE_ENFORCE_NE
(
target_shape
[
i
],
0
,
platform
::
errors
::
InvalidArgument
(
"The value of target shape cannot be zero."
));
if
(
vec_in_dims
[
i
]
!=
1
)
{
PADDLE_ENFORCE_EQ
(
vec_in_dims
[
i
],
target_shape
[
i
],
platform
::
errors
::
InvalidArgument
(
"The value (%d) of the non-singleton dimension does not match"
" the corresponding value (%d) in "
"target tensor for expand_as_v2 op."
,
vec_in_dims
[
i
],
target_shape
[
i
]));
}
}
auto
*
out0
=
context
.
Output
<
Tensor
>
(
"Out"
);
framework
::
DDim
out_dims
=
phi
::
make_ddim
(
target_shape
);
out0
->
Resize
(
out_dims
);
out0
->
mutable_data
<
T
>
(
context
.
GetPlace
());
MLUCnnlTensorDesc
x_desc
(
*
in0
);
MLUCnnlTensorDesc
out_desc
(
*
out0
);
MLUCnnl
::
BroadcastTo
(
context
,
x_desc
.
get
(),
GetBasePtr
(
in0
),
out_desc
.
get
(),
GetBasePtr
(
out0
));
}
};
}
// namespace operators
}
// namespace paddle
namespace
ops
=
paddle
::
operators
;
REGISTER_OP_MLU_KERNEL
(
expand_as_v2
,
ops
::
ExpandAsV2MLUKernel
<
float
>
,
ops
::
ExpandAsV2MLUKernel
<
int
>
,
ops
::
ExpandAsV2MLUKernel
<
int64_t
>
,
ops
::
ExpandAsV2MLUKernel
<
int8_t
>
,
ops
::
ExpandAsV2MLUKernel
<
uint8_t
>
,
ops
::
ExpandAsV2MLUKernel
<
bool
>
,
ops
::
ExpandAsV2MLUKernel
<
paddle
::
platform
::
float16
>
);
python/paddle/fluid/tests/unittests/mlu/test_expand_as_v2_op_mlu.py
0 → 100644
浏览文件 @
9b031026
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from
__future__
import
print_function
import
unittest
import
sys
sys
.
path
.
append
(
'..'
)
import
numpy
as
np
from
op_test
import
OpTest
import
paddle.fluid
as
fluid
import
paddle
paddle
.
enable_static
()
def
test_class1
(
op_type
,
typename
):
class
TestExpandAsBasic
(
OpTest
):
def
setUp
(
self
):
self
.
set_mlu
()
self
.
op_type
=
"expand_as_v2"
self
.
python_api
=
paddle
.
expand_as
x
=
np
.
random
.
rand
(
100
).
astype
(
typename
)
target_tensor
=
np
.
random
.
rand
(
2
,
100
).
astype
(
typename
)
self
.
inputs
=
{
'X'
:
x
}
self
.
attrs
=
{
'target_shape'
:
target_tensor
.
shape
}
bcast_dims
=
[
2
,
1
]
output
=
np
.
tile
(
self
.
inputs
[
'X'
],
bcast_dims
)
self
.
outputs
=
{
'Out'
:
output
}
def
set_mlu
(
self
):
self
.
__class__
.
use_mlu
=
True
self
.
place
=
paddle
.
device
.
MLUPlace
(
0
)
self
.
__class__
.
no_need_check_grad
=
True
def
test_check_output
(
self
):
self
.
check_output_with_place
(
self
.
place
)
cls_name
=
str
(
op_type
)
+
"_"
+
str
(
typename
)
+
"_1"
TestExpandAsBasic
.
__name__
=
cls_name
globals
()[
cls_name
]
=
TestExpandAsBasic
def
test_class2
(
op_type
,
typename
):
class
TestExpandAsOpRank2
(
OpTest
):
def
setUp
(
self
):
self
.
set_mlu
()
self
.
op_type
=
"expand_as_v2"
self
.
python_api
=
paddle
.
expand_as
x
=
np
.
random
.
rand
(
10
,
12
).
astype
(
typename
)
target_tensor
=
np
.
random
.
rand
(
10
,
12
).
astype
(
typename
)
self
.
inputs
=
{
'X'
:
x
}
self
.
attrs
=
{
'target_shape'
:
target_tensor
.
shape
}
bcast_dims
=
[
1
,
1
]
output
=
np
.
tile
(
self
.
inputs
[
'X'
],
bcast_dims
)
self
.
outputs
=
{
'Out'
:
output
}
def
set_mlu
(
self
):
self
.
__class__
.
use_mlu
=
True
self
.
place
=
paddle
.
device
.
MLUPlace
(
0
)
self
.
__class__
.
no_need_check_grad
=
True
def
test_check_output
(
self
):
self
.
check_output_with_place
(
self
.
place
)
cls_name
=
str
(
op_type
)
+
"_"
+
str
(
typename
)
+
"_2"
TestExpandAsOpRank2
.
__name__
=
cls_name
globals
()[
cls_name
]
=
TestExpandAsOpRank2
def
test_class3
(
op_type
,
typename
):
class
TestExpandAsOpRank3
(
OpTest
):
def
setUp
(
self
):
self
.
set_mlu
()
self
.
op_type
=
"expand_as_v2"
self
.
python_api
=
paddle
.
expand_as
x
=
np
.
random
.
rand
(
2
,
3
,
20
).
astype
(
typename
)
target_tensor
=
np
.
random
.
rand
(
2
,
3
,
20
).
astype
(
typename
)
self
.
inputs
=
{
'X'
:
x
}
self
.
attrs
=
{
'target_shape'
:
target_tensor
.
shape
}
bcast_dims
=
[
1
,
1
,
1
]
output
=
np
.
tile
(
self
.
inputs
[
'X'
],
bcast_dims
)
self
.
outputs
=
{
'Out'
:
output
}
def
set_mlu
(
self
):
self
.
__class__
.
use_mlu
=
True
self
.
place
=
paddle
.
device
.
MLUPlace
(
0
)
self
.
__class__
.
no_need_check_grad
=
True
def
test_check_output
(
self
):
self
.
check_output_with_place
(
self
.
place
)
cls_name
=
str
(
op_type
)
+
"_"
+
str
(
typename
)
+
"_3"
TestExpandAsOpRank3
.
__name__
=
cls_name
globals
()[
cls_name
]
=
TestExpandAsOpRank3
def
test_class4
(
op_type
,
typename
):
class
TestExpandAsOpRank4
(
OpTest
):
def
setUp
(
self
):
self
.
set_mlu
()
self
.
op_type
=
"expand_as_v2"
self
.
python_api
=
paddle
.
expand_as
x
=
np
.
random
.
rand
(
1
,
1
,
7
,
16
).
astype
(
typename
)
target_tensor
=
np
.
random
.
rand
(
4
,
6
,
7
,
16
).
astype
(
typename
)
self
.
inputs
=
{
'X'
:
x
}
self
.
attrs
=
{
'target_shape'
:
target_tensor
.
shape
}
bcast_dims
=
[
4
,
6
,
1
,
1
]
output
=
np
.
tile
(
self
.
inputs
[
'X'
],
bcast_dims
)
self
.
outputs
=
{
'Out'
:
output
}
def
set_mlu
(
self
):
self
.
__class__
.
use_mlu
=
True
self
.
place
=
paddle
.
device
.
MLUPlace
(
0
)
self
.
__class__
.
no_need_check_grad
=
True
def
test_check_output
(
self
):
self
.
check_output_with_place
(
self
.
place
)
cls_name
=
str
(
op_type
)
+
"_"
+
str
(
typename
)
+
"_4"
TestExpandAsOpRank4
.
__name__
=
cls_name
globals
()[
cls_name
]
=
TestExpandAsOpRank4
# Test python API
class
TestExpandAsV2API
(
unittest
.
TestCase
):
def
test_api
(
self
):
input1
=
np
.
random
.
random
([
12
,
14
]).
astype
(
"float32"
)
input2
=
np
.
random
.
random
([
2
,
12
,
14
]).
astype
(
"float32"
)
x
=
fluid
.
layers
.
data
(
name
=
'x'
,
shape
=
[
12
,
14
],
append_batch_size
=
False
,
dtype
=
"float32"
)
y
=
fluid
.
layers
.
data
(
name
=
'target_tensor'
,
shape
=
[
2
,
12
,
14
],
append_batch_size
=
False
,
dtype
=
"float32"
)
out_1
=
paddle
.
expand_as
(
x
,
y
=
y
)
exe
=
fluid
.
Executor
(
place
=
fluid
.
MLUPlace
(
0
))
res_1
=
exe
.
run
(
fluid
.
default_main_program
(),
feed
=
{
"x"
:
input1
,
"target_tensor"
:
input2
},
fetch_list
=
[
out_1
])
assert
np
.
array_equal
(
res_1
[
0
],
np
.
tile
(
input1
,
(
2
,
1
,
1
)))
for
_typename
in
{
'float16'
,
'float32'
,
'int64'
,
'int32'
,
'int8'
,
'uint8'
,
'bool'
}:
test_class1
(
'expand_as_v2'
,
_typename
)
test_class2
(
'expand_as_v2'
,
_typename
)
test_class3
(
'expand_as_v2'
,
_typename
)
test_class4
(
'expand_as_v2'
,
_typename
)
if
__name__
==
"__main__"
:
unittest
.
main
()
编辑
预览
Markdown
is supported
0%
请重试
或
添加新附件
.
添加附件
取消
You are about to add
0
people
to the discussion. Proceed with caution.
先完成此消息的编辑!
取消
想要评论请
注册
或
登录