英伟达讲座英伟达讲座

NVIDA AI Talk GPU Accelerated
Good for Machine Learning/Deep learning
Company Focus:

Gaming
Artificial Intelligence
Autonomous driving

Hong Kong AI Center:

Industry 4.0
Smart City (IOT)
Health Care
FinTech

NVAITC Focus:

Accelerated Computing
- High performance computing
Advanced Visulization
- Large scale
Deep Learning
- Computational Intelligente

HPC - High Performance Computing

Internet Service
Cloud Services
- Amazon P2
Super Computing

Energy Efficiency - Energy cost money, 2020 50 G Flops per watts
How GPU Acceleration Works 【英伟达讲座】GPU(5% code) + CPU
Tensor Core (For Deep Learning)
D = AB + C (Bias)
Two tensor core deal with one Full Warp 16*16
VOLTA: Independent Thread scheduling