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e3223ad7
编写于
7月 07, 2020
作者:
F
Feiyu Chan
提交者:
GitHub
7月 07, 2020
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差异文件
fix nce sample code for python3, test=develop (#25103)
fix nce sample code for python3 compatability.
上级
84f9b9ef
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1
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with
10 addition
and
10 deletion
+10
-10
python/paddle/fluid/layers/loss.py
python/paddle/fluid/layers/loss.py
+10
-10
未找到文件。
python/paddle/fluid/layers/loss.py
浏览文件 @
e3223ad7
...
@@ -725,7 +725,7 @@ def nce(input,
...
@@ -725,7 +725,7 @@ def nce(input,
window_size = 5
window_size = 5
words = []
words = []
for i in
x
range(window_size):
for i in range(window_size):
words.append(fluid.data(
words.append(fluid.data(
name='word_{0}'.format(i), shape=[-1, 1], dtype='int64'))
name='word_{0}'.format(i), shape=[-1, 1], dtype='int64'))
...
@@ -733,7 +733,7 @@ def nce(input,
...
@@ -733,7 +733,7 @@ def nce(input,
label_word = int(window_size / 2) + 1
label_word = int(window_size / 2) + 1
embs = []
embs = []
for i in
x
range(window_size):
for i in range(window_size):
if i == label_word:
if i == label_word:
continue
continue
...
@@ -746,14 +746,14 @@ def nce(input,
...
@@ -746,14 +746,14 @@ def nce(input,
num_total_classes=dict_size, param_attr='nce.w_0',
num_total_classes=dict_size, param_attr='nce.w_0',
bias_attr='nce.b_0')
bias_attr='nce.b_0')
#or use custom distribution
#or use custom distribution
dist = np.array([0.05,0.5,0.1,0.3,0.05])
dist = np.array([0.05,0.5,0.1,0.3,0.05])
loss = fluid.layers.nce(input=embs, label=words[label_word],
loss = fluid.layers.nce(input=embs, label=words[label_word],
num_total_classes=5, param_attr='nce.w_1',
num_total_classes=5, param_attr='nce.w_1',
bias_attr='nce.b_1',
bias_attr='nce.b_1',
num_neg_samples=3,
num_neg_samples=3,
sampler="custom_dist",
sampler="custom_dist",
custom_dist=dist)
custom_dist=dist)
"""
"""
helper
=
LayerHelper
(
'nce'
,
**
locals
())
helper
=
LayerHelper
(
'nce'
,
**
locals
())
check_variable_and_dtype
(
input
,
'input'
,
[
'float32'
,
'float64'
],
'nce'
)
check_variable_and_dtype
(
input
,
'input'
,
[
'float32'
,
'float64'
],
'nce'
)
...
...
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