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
wk1234123
Paddle
提交
93cc29ab
P
Paddle
项目概览
wk1234123
/
Paddle
与 Fork 源项目一致
Fork自
PaddlePaddle / Paddle
通知
4
Star
0
Fork
0
代码
文件
提交
分支
Tags
贡献者
分支图
Diff
Issue
0
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
0
Issue
0
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 >>
提交
93cc29ab
编写于
8月 22, 2018
作者:
T
tensor-tang
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
init attention lstm op test
上级
ec59f0d4
变更
1
隐藏空白更改
内联
并排
Showing
1 changed file
with
149 addition
and
0 deletion
+149
-0
python/paddle/fluid/tests/unittests/test_attention_lstm_op.py
...on/paddle/fluid/tests/unittests/test_attention_lstm_op.py
+149
-0
未找到文件。
python/paddle/fluid/tests/unittests/test_attention_lstm_op.py
0 → 100644
浏览文件 @
93cc29ab
# 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
from
test_fusion_lstm_op
import
fc
,
ACTIVATION
def
attention_lstm
(
x
,
# T x M
lod
,
# 1 x N
h0
,
# N x D
c0
,
# N x D
fcws
,
# (M+D) x 1, 1x1
fcbs
,
# 1 x 1, 1x1
w
,
# (M+D) x 4D
b
,
# 1 x 4D
act_gate
,
act_cell
,
act_cand
):
hidden
cell
return
hidden
,
cell
class
TestAttentionLSTMOp
(
OpTest
):
def
set_conf
(
self
):
self
.
lod
=
[[
3
]]
def
setUp
(
self
):
self
.
op_type
=
'attention_lstm'
self
.
lod
=
[[
3
]]
self
.
M
=
30
self
.
D
=
15
self
.
has_initial_hidden
=
True
self
.
act_gate
=
'sigmoid'
self
.
act_cell
=
'tanh'
self
.
act_cand
=
'tanh'
self
.
set_conf
()
T
=
sum
(
self
.
lod
[
0
])
bs
=
len
(
self
.
lod
[
0
])
x
=
np
.
random
.
normal
(
size
=
(
T
,
self
.
M
)).
astype
(
'float32'
)
c0
=
np
.
random
.
normal
(
size
=
(
bs
,
self
.
D
)).
astype
(
'float32'
)
if
self
.
has_initial_hidden
:
h0
=
np
.
random
.
normal
(
size
=
(
bs
,
self
.
D
)).
astype
(
'float32'
)
else
:
h0
=
np
.
zeros
((
bs
,
self
.
D
)).
astype
(
'float32'
)
fcw1
=
np
.
random
.
normal
(
size
=
(
self
.
M
+
self
.
D
,
1
)).
astype
(
'float32'
)
fcb1
=
np
.
random
.
normal
(
size
=
(
1
,
1
)).
astype
(
'float32'
)
fcw2
=
np
.
random
.
normal
(
size
=
(
1
,
1
)).
astype
(
'float32'
)
fcb2
=
np
.
random
.
normal
(
size
=
(
1
,
1
)).
astype
(
'float32'
)
# lstm weight and bias
w
=
np
.
random
.
normal
(
size
=
(
self
.
M
+
self
.
D
,
self
.
D
*
4
)).
astype
(
'float32'
)
b
=
np
.
random
.
normal
(
size
=
(
1
,
self
.
D
*
4
)).
astype
(
'float32'
)
h
,
c
=
attention_lstm
(
x
,
self
.
lod
,
h0
,
c0
,
[
fcw1
,
fcw2
],
[
fcb1
,
fcb2
],
ACTIVATION
[
self
.
act_gate
],
ACTIVATION
[
self
.
act_cell
],
ACTIVATION
[
self
.
act_cand
])
self
.
inputs
=
{
'X'
:
(
x
,
self
.
lod
),
'C0'
:
c0
,
'AttentionWeight'
:
fcw1
,
'AttentionBias'
:
fcb1
,
'AttentionScalar'
:
fcw2
,
'AttentionScalarBias'
:
fcb2
,
'LSTMWeight'
:
w
,
'LSTMBias'
:
b
}
if
self
.
has_initial_hidden
:
self
.
inputs
[
'H0'
]
=
h0
self
.
outputs
=
{
'Hidden'
:
(
h
,
self
.
lod
),
'Cell'
:
(
c
,
self
.
lod
),
}
self
.
attrs
=
{
'gate_activation'
:
self
.
act_gate
,
'cell_activation'
:
self
.
act_cell
,
'candidate_activation'
:
self
.
act_cand
}
def
test_check_output
(
self
):
self
.
check_output
()
class
TestAttentionOpNonInit
(
TestAttentionLSTMOp
):
def
set_conf
(
self
):
self
.
has_initial_hidden
=
False
class
TestAttentionOpMD1
(
TestAttentionLSTMOp
):
def
set_conf
(
self
):
self
.
M
=
36
self
.
D
=
8
class
TestAttentionOpMD2
(
TestAttentionLSTMOp
):
def
set_conf
(
self
):
self
.
M
=
8
self
.
D
=
8
class
TestAttentionOpMD3
(
TestAttentionLSTMOp
):
def
set_conf
(
self
):
self
.
M
=
15
self
.
D
=
30
class
TestAttentionOpBS1
(
TestAttentionLSTMOp
):
def
set_conf
(
self
):
self
.
lod
=
[[
5
]]
self
.
M
=
16
self
.
D
=
32
class
TestAttentionOpBS2
(
TestAttentionLSTMOp
):
def
set_conf
(
self
):
self
.
lod
=
[[
3
,
6
]]
class
TestAttentionOpBS5
(
TestAttentionLSTMOp
):
def
set_conf
(
self
):
self
.
lod
=
[[
3
,
2
,
4
,
7
,
5
]]
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