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

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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

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