Week 3: Hardware Ecosystem

[Powerpoint]

Nic Lane

Abstract:

This lecture will look at the changes in hardware that enabled neural networks to be efficient and how neural network models are deployed on hardware.

Slides

Material

You can find the Slides here

And a series of Colab notebooks.

• CPUvGPU

• TPU Example

• Profiling and Data Movement Example

That cover the material.