Merge branch 'develop' of https://github.com/PaddlePaddle/Paddle into add-pserver-util
commit
f9a65b0875
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#!/usr/bin/python
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# Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import sys
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import re
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import math
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def get_best_pass(log_filename):
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with open(log_filename, 'r') as f:
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text = f.read()
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pattern = re.compile('Test.*? cost=([0-9]+\.[0-9]+).*?pass-([0-9]+)',
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re.S)
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results = re.findall(pattern, text)
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sorted_results = sorted(results, key=lambda result: float(result[0]))
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return sorted_results[0]
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log_filename = sys.argv[1]
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log = get_best_pass(log_filename)
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predict_error = math.sqrt(float(log[0])) / 2
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print 'Best pass is %s, error is %s, which means predict get error as %f' % (
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log[1], log[0], predict_error)
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evaluate_pass = "output/pass-%s" % log[1]
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print "evaluating from pass %s" % evaluate_pass
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