How Alibaba’s Bringing AI to More Places

What’s Alibaba Been Doing

Algorithms

Low-Bit Quantization Based on Alternating Direction Method of Multipliers (ADMM)

Unified Quantization and Pruning Framework

Network Structure Adopting the Hardware/Software Co-Design

New Lightweight Network

On-Terminal Object Detection Framework

Summary

Training Tools

Inference Frameworks

Mobile Neutral Network (MNN)

Field-Programmable Gate Arrays (FPGA)

GPU

Productization

Smart Box

Integrated Camera

Business Models

Cainiao Future Park

Model Compression Acceleration

Conclusion and Prospects

Original Source

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