Hardware for Deep Learning (Written Course)

The course will cover the following details

  • Introduction to Deep Learning
  • Convolutional Neural Network
  • Computing Convolutions
  • Model Complexity
  • Parallelism in Deep Learning
  • Traditional Programmable Hardware
  • Specialized Deep Learning Hardware Platforms
  • Deep Learning Software Stack
  • Specialized ASICs
  • NVDLA – The NVIDIA Deep Learning Accelerator
  • Hands-on Tutorial – Integrate NVDLA with Rocket Chip SoC and run a simulation using FireSim on AWS cloud

Note: This course is structured and designed by industry-leading experts in this area.

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