Multi-GPU Training in Pytorch

Data and Model Parallelism

“Harvesters” by Anna Ancher. Link: Wikipedia.

This post will provide an overview of multi-GPU training in Pytorch, including:

• training on one GPU;
• training on multiple GPUs;
• use of data parallelism to accelerate training by processing more examples at once;
• use of model parallelism to enable training models that…