Posts in: Blog

DEC 29, 2020

Hyperparameter Search on FasterRCNN

By Dave Troiano, Angela Jiang

Training better object detection models with Determined AI and hyperparameter search.

LEARN MORE

DEC 21, 2020

First-Ever Determined Community Sync

By Vishnu Mohan

A recap of Determined’s first ever community sync a roundtable filled with deep learning use cases and product feedback.

LEARN MORE

NOV 30, 2020

Data Scientists Don't Care About Kubernetes

By Neil Conway, David Hershey

Kubernetes is revolutionary for software engineering but painful for deep learning model development.

LEARN MORE

NOV 24, 2020

Optimizing Horovod with Local Gradient Aggregation

By Aaron Harlap, Neil Conway

Announcing local gradient aggregation, a new performance optimization for open-source distributed training with Horovod!

LEARN MORE

NOV 13, 2020

Why Slurm Makes Deep Learning Engineers Squirm

By Dave Troiano

Slurm is a great HPC job scheduler but lacks key deep learning capabilities, such as hyperparameter tuning, distributed training, and experiment management.

LEARN MORE

NOV 10, 2020

Determined and Kubeflow: Better Together!

By David Hershey

How do Determined and Kubeflow compare? Determined is better for deep learning training, but Determined and Kubeflow can also be effectively used together.

LEARN MORE

NOV 05, 2020

The Deep Learning Tool We Wish We Had In Grad School

By Angela Jiang, Liam Li

Grad school would have been easier if we had access to Determined’s deep learning training platform.

LEARN MORE

OCT 08, 2020

Why Does No One Use Advanced Hyperparameter Tuning?

By Liam Li

Takeaways from our experience building state-of-the-art hyperparameter tuning in Determined AI’s integrated deep learning training platform.

LEARN MORE

OCT 07, 2020

Train CycleGan on Multiple GPUS with Determined

By Sean Rowan, Shiyuan Zhu, Angela Jiang

Dramatically reduce the time to train GANs with Determined AI.

LEARN MORE

SEP 10, 2020

Lightning-fast ML pipelines with Determined and Kubeflow

By David Hershey

Learn how to do production-grade MLOps with scalable, automated machine learning training and deployment using Determined, Kubeflow Pipelines, and Seldon Core.

LEARN MORE