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7e769ac0
编写于
12月 29, 2016
作者:
D
dayhaha
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差异文件
add python version evaluate function
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48b4c306
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demo/recommendation/evaluate.py
demo/recommendation/evaluate.py
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demo/recommendation/evaluate.py
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#!/usr/bin/python
# Copyright (c) 2016 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.
import
sys
import
re
import
math
def
get_best_pass
(
filename
):
with
open
(
filename
,
'r'
)
as
f
:
text
=
f
.
read
()
pattern
=
re
.
compile
(
'Test.*? cost=([0-9]+\.[0-9]+).*?pass-([0-9]+)'
,
re
.
S
)
results
=
re
.
findall
(
pattern
,
text
)
sorted_results
=
sorted
(
results
,
key
=
lambda
result
:
float
(
result
[
0
]))
return
sorted_results
[
0
]
filename
=
sys
.
argv
[
1
]
LOG
=
get_best_pass
(
filename
)
predict_error
=
math
.
sqrt
(
float
(
LOG
[
0
]))
/
2
print
'Best pass is %s, error is %s, which means predict get error as %f'
%
(
LOG
[
1
],
LOG
[
0
],
predict_error
)
evaluate_pass
=
"output/pass-%s"
%
LOG
[
1
]
print
"evaluating from pass %s"
%
evaluate_pass
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