Posts in: Blog

FEB 09, 2021

Managing ML Training Data with DVC and Determined

By Derrick Mwiti

Tracking machine learning data sets made easy with Data Version Control (DVC) and Determined.

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FEB 03, 2021

Object Detection with Keras and Determined

By Samhita Alla

An in-depth tutorial on training and tuning object detection models using Keras and Determined.

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JAN 28, 2021

Algorithmia and Determined: How to train and deploy deep learning models with the Algorithmia-Determined integration

By Hoang Phan

Training and deploying deep learning models has never been easier with Determined and Algorithmia.

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DEC 29, 2020

Hyperparameter Search on FasterRCNN

By Dave Troiano, Angela Jiang

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

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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.

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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.

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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!

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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.

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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.

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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.

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