Efficiency Tricks for Neural Nets (1/28/2020)

Content:

  • Softmax Approximations: Negative Sampling, Hierarchical Softmax
  • Parallel Training
  • Tips for Training on GPUs

Reading Material

Slides (from 2019): Efficiency Slides
Sample Code: Efficiency Code Examples

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