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849fbc73
编写于
11月 06, 2018
作者:
M
minqiyang
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差异文件
Add unittest
test=develop
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python/paddle/fluid/tests/unittests/test_fused_emb_seq_pool_op.py
...addle/fluid/tests/unittests/test_fused_emb_seq_pool_op.py
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python/paddle/fluid/tests/unittests/test_fused_emb_seq_pool_op.py
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# Copyright (c) 2018 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
numpy
as
np
from
op_test
import
OpTest
import
paddle.fluid.core
as
core
import
paddle.fluid
as
fluid
from
paddle.fluid.op
import
Operator
import
paddle.compat
as
cpt
class
TestFusedEmbeddingSeqPoolOp
(
OpTest
):
def
setUp
(
self
):
self
.
op_type
=
"fused_embedding_seq_pool"
self
.
emb_size
=
2
table
=
np
.
random
.
random
((
17
,
self
.
emb_size
)).
astype
(
"float32"
)
ids
=
np
.
array
([[[
4
],
[
3
]],
[[
4
],
[
3
]],
[[
2
],
[
1
]],
[[
16
],
[
1
]]]).
astype
(
"int64"
)
merged_ids
=
np
.
array
([
4
,
2
,
16
]).
astype
(
"int64"
)
ids_expand
=
np
.
expand_dims
(
ids
,
axis
=
1
)
self
.
lod
=
[[
3
,
1
]]
self
.
attrs
=
{
'is_sparse'
:
True
}
self
.
inputs
=
{
'W'
:
table
,
'Ids'
:
(
ids_expand
,
self
.
lod
)}
self
.
outputs
=
{
'Out'
:
np
.
reshape
(
np
.
array
([
table
[[
4
,
3
]]
+
table
[[
4
,
3
]]
+
table
[[
2
,
1
]],
table
[[
16
,
1
]]
]),
[
len
(
self
.
lod
[
0
]),
2
*
self
.
emb_size
])
}
def
test_check_output
(
self
):
self
.
check_output
()
if
__name__
==
"__main__"
:
unittest
.
main
()
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