Analysis of the Application Efficiency of TensorFlow and PyTorch in Convolutional Neural Network

Analysis of the Application Efficiency of TensorFlow and PyTorch in Convolutional Neural Network

In this paper, we present an analysis of important aspects that arise during the development of neural network applications. Our aim is to determine if the choice of library can impact the system’s overall performance, either during training or design, and to extract a set of criteria that could be...

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Bibliographic Details
Main Authors: Ovidiu-Constantin Novac, Mihai Cristian Chirodea, Cornelia Mihaela Novac, Nicu Bizon, Mihai Oproescu, Ovidiu Petru Stan, Cornelia Emilia Gordan
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Sensors
Subjects:
convolutional neural network
TensorFlow
PyTorch
network training
network design
Online Access:https://www.mdpi.com/1424-8220/22/22/8872

Internet

https://www.mdpi.com/1424-8220/22/22/8872

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