With Try Horovod in Docker, you can now use Horovod in your own environment (on-premises) and in a Docker environment. The next thing to do is to modify the training code running on a single server to apply it to distributed training using Horovod! For starters, I modified a relatively simple CNN code to allow distributed learning using Horovod, which is summarized in the following article.
[Read More]I have been studying Deep Learning for a while and thought I would try it out in my field of interest. I like astronomy and am particularly interested in stellar evolution, the formation of elements, and galaxy formation and evolution. I tried to classify the shape of galaxies, which seemed to be relatively easy to do.
[Read More]Continued from previous article.
Why doesn’t the training/testing error improve after repeated epochs? The results of various attempts to answer this question are summarized below.
[Read More]Continued from previous article.
In the previous, we studied with VGG16, but this time we will use ResNet for the model.
[Read More]