Fig. 1
![Fig. 1](http://media.springernature.com/full/springer-static/image/art%3A10.1186%2Fs40537-020-00361-2/MediaObjects/40537_2020_361_Fig1_HTML.png)
ImageNet ResNet-50 training Global throughput (images/sec) and speed up obtained by scaling the training of ResNet-50 using the ImageNet dataset. The training stage is reduced to just over 1 hour, achieving 93% accuracy, using the entire HAL cluster