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体验新版 GitCode,发现更多精彩内容 >>
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60fecce4
编写于
1月 03, 2018
作者:
Y
yangyaming
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电子邮件补丁
差异文件
Fix unit test for lstm_unit.
上级
c0f6f492
变更
2
显示空白变更内容
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2 changed file
with
8 addition
and
5 deletion
+8
-5
python/paddle/v2/fluid/layers/nn.py
python/paddle/v2/fluid/layers/nn.py
+6
-3
python/paddle/v2/fluid/tests/test_layers.py
python/paddle/v2/fluid/tests/test_layers.py
+2
-2
未找到文件。
python/paddle/v2/fluid/layers/nn.py
浏览文件 @
60fecce4
...
...
@@ -1199,9 +1199,12 @@ def lstm_unit(x_t,
This layer has two outputs including :math:`h_t` and :math:`o_t`.
Args:
x_t (Variable): The input value of current step, a 2-D tensor.
hidden_t_prev (Variable): The hidden value of lstm unit, a 2-D tensor.
cell_t_prev (Variable): The cell value of lstm unit, a 2-D tensor.
x_t (Variable): The input value of current step, a 2-D tensor with shape
M x N, M for batch size and N for input size.
hidden_t_prev (Variable): The hidden value of lstm unit, a 2-D tensor
with shape M x S, M for batch size and S for size of lstm unit.
cell_t_prev (Variable): The cell value of lstm unit, a 2-D tensor with
shape M x S, M for batch size and S for size of lstm unit.
forget_bias (float): The forget bias of lstm unit.
param_attr (ParamAttr): The attributes of parameter weights, used to set
initializer, name etc.
...
...
python/paddle/v2/fluid/tests/test_layers.py
浏览文件 @
60fecce4
...
...
@@ -177,8 +177,8 @@ class TestBook(unittest.TestCase):
name
=
'x_t_data'
,
shape
=
[
10
,
10
],
dtype
=
'float32'
)
x_t
=
layers
.
fc
(
input
=
x_t_data
,
size
=
10
)
prev_hidden_data
=
layers
.
data
(
name
=
'prev_hidden_data'
,
shape
=
[
10
,
2
0
],
dtype
=
'float32'
)
prev_hidden
=
layers
.
fc
(
input
=
prev_hidden_data
,
size
=
2
0
)
name
=
'prev_hidden_data'
,
shape
=
[
10
,
3
0
],
dtype
=
'float32'
)
prev_hidden
=
layers
.
fc
(
input
=
prev_hidden_data
,
size
=
3
0
)
prev_cell_data
=
layers
.
data
(
name
=
'prev_cell'
,
shape
=
[
10
,
30
],
dtype
=
'float32'
)
prev_cell
=
layers
.
fc
(
input
=
prev_cell_data
,
size
=
30
)
...
...
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