You're reading from Hands-On GPU Computing with Python

Product typeBook

Published inMay 2019

Reading LevelIntermediate

PublisherPackt

ISBN-139781789341072

Edition1st Edition

Languages

Python

Tools

TensorFlow CUDA

Concepts

Data Processing

Author (1)

Avimanyu Bandyopadhyay

Introducing TensorFlow

TensorFlow is an open source framework for dataflow and differentiable programming in diverse areas. Based on Theano (another machine learning framework), it is a symbolic math library, used mostly for deep learning applications. It was originally developed by the Google Brain team for internal purposes but later released under the Apache 2.0 license on 9th November, 2015.

Dataflow programming

In mathematical graph theory, a directed graph is a graph of vertices connected by edges, where each edge has a direction associated with itself, as shown in the following diagram:

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There can also be two way edges, as shown in the following diagram:

Wikimedia Public Domain Image...

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Hands-On GPU Computing with Python

Published in: May 2019Publisher: PacktISBN-13: 9781789341072

Author (1)

Avimanyu Bandyopadhyay

Avimanyu Bandyopadhyay is currently pursuing a PhD degree in Bioinformatics based on applied GPU computing in Computational Biology at Heritage Institute of Technology, Kolkata, India. Since 2014, he developed a keen interest in GPU computing, and used CUDA for his master's thesis. He has experience as a systems administrator as well, particularly on the Linux platform. Avimanyu is also a scientific writer, technology communicator, and a passionate gamer. He has published technical writing on open source computing and has actively participated in NVIDIA's GPU computing conferences since 2016. A big-time Linux fan, he strongly believes in the significance of Linux and an open source approach in scientific research. Deep learning with GPUs is his new passion!
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