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Scaling TensorFlow using tf.distribute / Taylor Robie, Priya Gupta.
On-screen presenter
Robie, Taylor
[Browse]
Format
Video/Projected medium
Language
English
Published/​Created
[Place of publication not identified] : O'Reilly Media, 2020.
Description
1 online resource (1 streaming video file (40 min., 34 sec.)) : digital, sound, color
Details
Subject(s)
Machine learning
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Artificial intelligence
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On-screen presenter
Gupta, Priya
[Browse]
Summary note
"TensorFlow's tf.distribute library helps you scale your model from a single GPU to multiple GPUs and to multiple machines using simple APIs that require very few changes to your existing code. Join Taylor Robie and Priya Gupta (Google) to learn how you can use tf.distribute to scale your machine learning model on a variety of hardware platforms ranging from commercial cloud platforms to dedicated hardware. You'll learn tools and tips to get the best scaling for your training in TensorFlow."--Resource description page.
Notes
Title from resource description page (viewed July 22, 2020).
Participant(s)/​Performer(s)
Presenter, Taylor Robie, Priya Gupta.
OCLC
1176539715
Statement on responsible collection description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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Scaling TensorFlow using tf.distribute / Taylor Robie.
id
99120602963506421