Wei-Ming Chen

Wei-Ming Chen is a senior engineer on the Deep Learning Algorithm and Software team at NVIDIA, specializing in efficient deep learning and model deployment. Prior to joining NVIDIA, he was a postdoctoral associate at MIT working with Prof. Song Han. Wei-Ming received his PhD and master’s and bachelor’s degrees in Computer Science from National Taiwan University.
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Posts by Wei-Ming Chen

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Data Center / Cloud Aug 01, 2025

Optimizing LLMs for Performance and Accuracy with Post-Training Quantization

Quantization is a core tool for developers aiming to improve inference performance with minimal overhead. It delivers significant gains in latency, throughput,... 14 MIN READ
Generative AI Aug 15, 2024

NVIDIA TensorRT Model Optimizer v0.15 Boosts Inference Performance and Expands Model Support

NVIDIA has announced the latest v0.15 release of NVIDIA TensorRT Model Optimizer, a state-of-the-art quantization toolkit of model optimization techniques... 5 MIN READ