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SPECIFICTION
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Horovod vs Keras

Horovod

horovod.ai

Keras

keras.io

Side by side

FigureHorovodKeras
Price fromFree—
Free planYes—
Free trial——
Open source——
Windows—Yes
macOSYesYes
LinuxYesYes
APIYes—
Self-hostedYes—
Plans published10
Spec score · Deep Learning Software8.1 (#11)7.5 (#19)
InstallationThe getting-started page provides pip installation commands for CPU use and GPU use with NCCL.Keras installs from PyPI with pip install --upgrade keras; using Keras 3 also requires installing a backend framework.
PurposeHorovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch and Apache MXNet.Keras is a Python deep learning API designed to make model development concise, readable, and easier to debug.
SupportThe project directs users to documentation, troubleshooting guidance and a ticket submission link for unresolved issues.The Keras site directs users to its Google Group for questions and development discussion, and GitHub issues for bug reports and feature requests.

Plans

Horovod

  • HorovodFree

Horovod pricing →

Keras

No plans published.

Keras pricing →

In their own words

Horovod

Horovod has no write-up on Specifiction yet; its figures are above.

Visit horovod.ai

Keras

Keras has no write-up on Specifiction yet; its figures are above.

Visit keras.io