Performance Analysis of Google Colaboratory as a Tool for Accelerating Deep Learning Applications

Performance Analysis of Google Colaboratory as a Tool for Accelerating Deep Learning Applications

Google Colaboratory (also known as Colab) is a cloud service based on Jupyter Notebooks for disseminating machine learning education and research. It provides a runtime fully configured for deep learning and free-of-charge access to a robust GPU. This paper presents a detailed analysis of Colaborato...

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Bibliographic Details
Main Authors: Tiago Carneiro, Raul Victor Medeiros Da Nobrega, Thiago Nepomuceno, Gui-Bin Bian, Victor Hugo C. De Albuquerque, Pedro Pedrosa Reboucas Filho
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Deep learning
Colab
convolutional neural networks
Google colaboratory
GPU computing
Online Access:https://ieeexplore.ieee.org/document/8485684/

Internet

https://ieeexplore.ieee.org/document/8485684/

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