Speakers:

Siddha Ganju

Deep Learning World: 30 Golden Rules of Deep Learning Performance

Date:

Monday, June 14, 2021

Time:

3:00 pm

Summary:

“Watching paint dry is faster than training my deep learning model.” / “If only I had ten more GPUs, I could train my model in time.” / “I want to run my model on a cheap smartphone, but it’s probably too heavy and slow.” – If this sounds like you, then you might like this talk. Exploring the landscape of training and inference, we cover a myriad of tricks that step-by-step improve the efficiency of most deep learning pipelines, reduce wasted hardware cycles, and make them cost-effective. We identify and fix inefficiencies across different parts of the pipeline, including data preparation, reading and augmentation, training, and inference. With a data-driven approach and easy-to-replicate TensorFlow examples, finely tune the knobs of your deep learning pipeline to get the best out of your hardware. And with the money you save, demand a raise!

Ready to attend?

Register now! Join your peers.

Register nowView Agenda
Newsletter Knowledge is everything! Sign up for our newsletter to receive:
  • 10% off your first ticket!
  • insights, interviews, tips, news, and much more about Machine Learning Week Europe
  • price break reminders