Research Projects

Cortex

End-to-end compilation of ML applications with dynamic and irregular control flow and data structure accesses

Read more »

Apache TVM Stack

TVM: An Automated End-to-End Optimizing Compiler for Deep Learning

Read more »

FlexFlow

Automatically Discovering Fast Parallelization Strategies for DNN Training

Read more »

TASO

The Tensor Algebra SuperOptimizer for Deep Learning

Read more »

XGBoost

A Scalable Tree Boosting System

Read more »