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中文

Let's Quantize YOLOX from scratch with PyTorch

Time
2026-08-08 13:30 ~ 14:00
Speaker
John Lu
Room
TR212
Co-write
Open LLM Tech: Core Technologies AdvancedEnglish

Abstract

Model Quantization can reduce the computational and memory footprint during inference. The weights and activations are represented with low-precision data types and can operations can be performed faster. Model Quantization allows us to run models on embedded devices. The goal of this talk is to demonstrate how Model Quantization could be implemented in a Pythonic way. To do so, we're going to quantize the YOLOX object detection model completely from scratch all using PyTorch.

Speaker

John Lu

John Lu

John is a Senior Machine Learning Engineer from a Top-tier company, currently focused on developing NLP applications.

He is deeply motivated by challenges and tends to be excited by breaking conventional ways of thinking and doing. With prior experiences in Software Engineering, he works on combining the latest AI technology and engineering to transform challenges into practical solutions.

Diamond

Canonical

Gold

Consecutive2 YrsInformation Management AssociationConsecutive2 YrsCathay Financial HoldingsConsecutive5 YrsE.SUN BankCumulative12 YrsMySQLCumulative6 YrsBerry AINitra

Silver

Cumulative16 YrsGamesofa Inc.

Bronze

KKTIXNational Center for High-performance ComputingONLYOFFICEQNAP Systems, Inc.Consecutive16 YrsThe Archilife Research FoundationSUN SQUARE Co., Ltd

Friend

Consecutive3 YrsAndes Technology CorporationAppier

Special Thanks

Consecutive2 YrsDepartment of Information Technology, Taipei City GovernmentSiFiveRozeta AI

Co-host

Collaborator9 YrsNTUST - Department of Electronic and Computer Engineering

Co-organizer

Collaborator12 YrsOpen Culture Foundation

COSCUP x UbuCon Asia 2026

Conference for Open Source Coders, Users, and Promoters | Asia's largest open source community conference.

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