DEC 06, 2023
Resources
Case Studies
NEW
Recursion: Transforming Drug Discovery Through AI
Learn how Recursion is advancing AI-powered Drug Discovery with Determined's Deep Learning Training Platform.
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NEW
Adaptive Hyperparameter Tuning
See Determined AI's solution to this challenging problem.
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Scalable deep learning
Check out the talk on scalable deep learning introducing Hyperband for hyperparameter optimization and Paleo, an analytical performance model for deep learning.
Addressing the challenges of massively parallel hyperparameter optimization
Follow how one engineer views and navigates another teammate’s experiments, and continue training from a previously trained model.
Random search and reproducibility for neural architecture search
Watch Ameet Talwalkar’s talk on his recent research demonstrating both the potential promise of Neural Architecture Search (NAS) along with the current immaturity of the field.
Taming the deep learning workflow
Learn about why we're in the dark age of AI infrastructure, and how to dramatically improve deep learning workflows via novel algorithmic and software solutions.