Research Projects

Relay High-Level Intermediate Representation (IR)

High level IR for optimizing machine learning models.

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VTA Deep Learning Accelerator

Hardware/Software Deep Learning Acceleration Stack

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Sequential Model Specialization

Fast Video Classification via Adaptive Cascading of Deep Models

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TVM Stack

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

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PHub

Parameter Server for Efficient Distributed Deep Neural Network Training

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XGBoost

A Scalable Tree Boosting System

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