AutoSync is a powerful tool in the world of machine learning. It is a pipeline that optimizes synchronization strategies automatically, which is useful in data-parallel distributed machine learning.
What is AutoSync?
AutoSync is a system that optimizes synchronization strategies in machine learning. It uses factorization to organize the strategy space for each trainable building block of a deep learning (DL) model. With AutoSync, it is possible to efficiently navigate the strategy space and f
Are you familiar with deep learning engines? FlexFlow is one of them which uses guided randomized search of the SOAP space to find a fast parallelization strategy for a specific parallel machine. Let's find out more about it!
What is FlexFlow?
FlexFlow is a powerful deep learning engine that is designed to optimize parallelization strategy for a specific parallel machine. It utilizes a guided randomized search of the SOAP space to accomplish this task. FlexFlow introduces a novel execution si
Overview of KungFu
KungFu is a powerful machine learning library that is designed to work with TensorFlow. It allows users to create adaptive training models that can adjust in real-time based on various input metrics.
What is KungFu used for?
KungFu is primarily used to create distributed machine learning models that can be trained across multiple machines simultaneously. This makes it ideal for larger datasets that would take a long time to train on a single machine.
One of the key benefi