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Paper: |
Machine Learning Using the NVidia Jetson Nano |
Volume: |
532, ASTRONOMICAL DATA ANALYSIS SOFTWARE AND SYSTEMS XXX |
Page: |
215 |
Authors: |
Kent, B. R. |
Abstract: |
The Nvidia Jetson Nano is a small embedded compute board with
four CPU cores and a 128-core Maxwell generation GPU.
We utilize the PyTorch framework to train a convolutional neural network image classifier
using a small imaging subset of the VLA Sky Survey that is split
into both testing and validation collections. We construct a simple shape classification
scheme and report on the loss function for the network that can be run on the Nano hardware. |
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