multi-gpu

PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks

In this paper, we present PARTIME, a software library written in Python and based on PyTorch, designed specifically to speed up neural networks whenever data is continuously streamed over time, for both learning and inference. Existing libraries are …

PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks

An implementation of Pipeline Parallelism for Real-Time Online Learning

Pipeline Parallelism for Real-Time Online Learning

Figures taken from https://arxiv.org/abs/2006.09503