Tutorial Tvmcon 2021 Neural Network Quantization With Brevitas

Summary

Mixing machine learning into high-throughput, low-latency edge applications needs co-designed solutions to meet the ... Qualcomm AI Research has been developing state-of-the-art Authors: Qing Jin, Linjie Yang, Zhenyu Liao Description: Deep Are you planning to deploy a deep learning model on any edge device (microcontrollers, cell phone or wearable device)? Subutai gives a basic overview of Authors: Yaohui Cai, Zhewei Yao, Zhen Dong, Amir Gholami, Michael W. Mahoney, Kurt Keutzer Description: Ian Colbert, AMD, AI Research Staff About the Speaker: Ian Colbert is an AI Research Staff at Advanced Micro Devices (AMD), ... An important next milestone in machine learning is to bring intelligence at the edge without relying on the computational power of ... This is the recorded version of my presentation at the MIEL