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

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

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