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import tensorflow as tf
from tensorflow.python.framework import ops
from tensorflow.python.ops import gen_nn_ops

@ops.RegisterGradient("GuidedRelu")
def _GuidedReluGrad(op, grad):
    return tf.select(0. < grad, gen_nn_ops._relu_grad(grad, op.outputs[0]), tf.zeros(grad.get_shape()))

if __name__ == '__main__':
    with tf.Session() as sess:

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# File: mp3_tag.py
#
# Description: This module provides MP3 tags correction, i.e. from 
# 			any encoding X to UTF-8, the standard across different apps
# 			and platforms. The default parameters target the common Chinese 
#			encoding GBK.
#
# Features: 1. it recursively handles MP3 files > 512KB in all subdirectories.
#			2. outputs a log formatted to show the directory structure
#			with failures (decoding/encoding error, the field will be

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TP      AP      Elephants no Dumbo at sums : Japanese researcher        Asian elephants can do mathematics , proving their skill at addition in an experiment with their favourite food , a Japanese researcher said Monday.One elephant was # # percent correct and the other # # percent right in months of addition exercises involving single digits , according to Naoko Irie of the University of Tokyo .
TP      AP      Microsoft to slash Xbox # # # price in Japan ATTENTION - UPDATES with confirmation      Microsoft announced Monday that it will slash the price of its Xbox # # # video game console in Japan by almost # # percent to try to boost sales amid tough competition from rivals Sony and Nintendo.The US software giant will cut the price of the Xbox # # # Arcade model to # # , # # # yen ( # # # dollars ) from # # , # # # yen , undercutting Nintendo 's Wii which has a price tag of # # , # # # yen , a Microsoft official told a press conference .
TP      AP      Australian current account deficit narrows sharply    

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#!/usr/bin/env bash
# Copyright 2015 The TensorFlow 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

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