Ctrip Technology
Jul 23, 2020 · Artificial Intelligence
Inference Performance Optimization for AI Applications: Methods, Case Studies, and Future Directions
This article examines the challenges of deep learning inference, outlines general optimization methodologies—including system-level and model-level techniques—presents practical case studies such as Transformer translation model improvements, and discusses future trends in automated compilation and performance tuning for AI services.
AI inferenceTVMdeep learning
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