Scaling TensorFlow using tf.distribute

Scaling TensorFlow using tf.distribute

"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...

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Detalles Bibliográficos
Otros Autores: Robie, Taylor, on-screen presenter (onscreen presenter), Gupta, Priya, on-screen presenter
Formato: Vídeo online
Idioma:Inglés
Publicado: [Place of publication not identified] : O'Reilly Media 2020.
Materias:
Machine learning.
Artificial intelligence.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009820443506719
Descripción
Sumario:"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.
Notas:Title from resource description page (viewed July 22, 2020).
Descripción Física:1 online resource (1 streaming video file (40 min., 34 sec.)) : digital, sound, color

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