tensorflow basics - 情報セキュリティ株式会社€¦ · •testing setup •installing...
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Information Security Inc.
TensorFlow Basics
Information Security Confidential - Partner Use Only
Contents
2
• What is TensorFlow?
• TensorFlow Architecture
• Testing Setup
• Installing TensorFlow
• Using TensorFlow
• References
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What is TensorFlow?
3
• Google’s publicly available Deep Learning library
• In competition with Caffe, Theano, etc
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What is TensorFlow?
4
• Tensors are data (multidimensional array), Data Flow
-> Tensor Flow
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What is TensorFlow?
5
• Tensor
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What is TensorFlow?
6
• Flow
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What is TensorFlow?
7
• Data Flow Graphs
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TensorFlow Architecture
8
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Testing Setup
9
• Kali Linux 2018.1
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Installing TensorFlow
10
• Installing with Virtualenv (https://www.tensorflow.org/install/install_linux)
• Python 2.7, Python 3.n
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Installing TensorFlow
11
• Installing with Virtualenv (https://www.tensorflow.org/install/install_linux)
• Python 2.7
Information Security Confidential - Partner Use Only
Installing TensorFlow
12
• Installing with Virtualenv (https://www.tensorflow.org/install/install_linux)
• Python 2.7
Information Security Confidential - Partner Use Only
Installing TensorFlow
13
• Installing with Virtualenv (https://www.tensorflow.org/install/install_linux)
• Python 2.7
Information Security Confidential - Partner Use Only
Installing TensorFlow
14
• Installing with Virtualenv (https://www.tensorflow.org/install/install_linux)
• Python 2.7
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Installing TensorFlow
15
• Validate the installation (https://www.tensorflow.org/install/install_linux#ValidateYourInstallation)
• Python 2.7
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Using TensorFlow
16
• Linear Regression Program Code Basics
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Using TensorFlow
17
• tf.add
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Using TensorFlow
18
• tf.pow, tf.multiply
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References
19
• GitHub
https://github.com/tensorflow/tensorflow
• Official website
https://www.tensorflow.org
• Tutorials
https://github.com/martinwicke/tensorflow-tutorial