Resources

Recent posts

AUG 19, 2019

Specialized AI chips hold both promise and peril for developers

AUG 13, 2019

[Product feature series] One-click access to TensorBoard for model development and experimentation

JUN 04, 2019

The cloud giants have an AI problem

Screencasts

Early-stage model development and experimentation

See how to access GPU-attached Jupyter notebook and TensorBoard in one-click for your early-stage model development and experimentation.

Reproducible experiments

Find out how to reproduce experiment results from automatic metadata tracking and checkpoints.

Collaboration and experiment warmstarting

Follow how one engineer views and navigates another teammate’s experiments, and continue training from a previously trained model.

GPU resource sharing

Learn how to share a GPU cluster among a number of experimenters.

Distributed deep learning at scale

Watch how to easily perform data-parallel distributed training on multiple GPUs and hyperparameter search.

Recordings

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.

Recent press

AUG 08, 2019

Specialized AI chips hold both promise and peril for developers

JUL 29, 2019

Determined AI promises end-to-end orchestration and model management

JUL 08, 2019

Determined AI named top 10 (expected) unicorn AI startups to watch in 2019