Raz RotenbergRunning Multiple Applications on The Same GPUWhy teams should share their GPUs and why it’s hard6 min read·Jan 14, 2022----
Raz RotenberginTowards Data ScienceHow to Easily Use Gradient Accumulation in Keras ModelsA step-by-step guide to implementing a generic gradient accumulation mechanism13 min read·Jan 22, 2020--1--1
Raz RotenberginTowards Data ScienceWhat is Gradient Accumulation in Deep Learning?Backpropagation process of neural networks explained5 min read·Jan 22, 2020--4--4
Raz RotenberginTowards Data ScienceHow to Break GPU Memory Boundaries Even with Large Batch SizesOvercoming the problem of batch size and available GPU memory in training neural networks7 min read·Jan 19, 2020----