days
0
-27
-7
hours
-1
-1
minutes
-3
-6
seconds
-1
-2
search
Atlas has a Python SDK, CLI & more on board

Deep learning platform Atlas is now open source

Maika Möbus
deep learning
© Shutterstock / Pixels Hunter

The deep learning company Dessa has open sourced Atlas, a deep learning platform. Though currently still in beta mode, it is designed to make running, evaluating and deploying deep learning projects easier. It works on macOS, Linux and Windows, and offers TensorBoard integration. Let’s take a closer look.

This week, Dessa launched Atlas as an open source platform for developing deep learning projects. The deep learning startup Dessa was acquired by Square in February 2020.

SEE ALSO: TensorFlow Quantum and first release candidate for TensorFlow 2.2

Let’s see what features this beta version of their deep learning platform has to offer.

Features of Atlas

Atlas has a Python SDK, CLI, GUI and scheduler on board. These aspects should help reduce the effort of managing infrastructure and increase the speed of developing deep learning models.

The deep learning platform is self-hosted and runs on either a single node, a multi-node cluster or on multi-cloud clusters. It supports job scheduling to allow collaboration, and every job is reproducible because it is recorded and tracked.

On Twitter, Dessa posted a demonstration of Atlas:

Integration with TensorBoard, TensorFlow’s visualization toolkit, is included. Atlas can “run any Python code with any frameworks,” as the GitHub documentation states.

Getting started

Installation guides for Atlas are available for macOS, Linux and Windows 10.

On Windows, for example, the installation should take 10 minutes. The requirements are a Docker version higher than 18.09, Python 3.6 or higher, more than 5GB of free storage and the atlas_installer.py file, which you can get here.

SEE ALSO: Deep Learning: the final Frontier for Time Series Analysis?

See the Square blog post for further details.

Author
Maika Möbus
Maika Möbus has been an editor for Software & Support Media since January 2019. She studied Sociology at Goethe University Frankfurt and Johannes Gutenberg University Mainz.

Leave a Reply

avatar
400