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Mosaic ResNet Deep Dive

July 18, 2022 by Matthew Leavitt in
TL;DR: We recently released a set of recipes which can accelerate training of a ResNet-50 on ImageNet by up to 7x over standard...

Blazingly Fast Computer Vision Training with the Mosaic ResNet and Composer

Match benchmark accuracy on ImageNet (He et al., 2015) in 27 minutes, a 7x speedup (ResNet-50 on 8xA100s). Reach higher levels of accuracy...