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Horovod vs PyTorch

Horovod

horovod.ai

PyTorch

pytorch.org

Side by side

FigureHorovodPyTorch
Price fromFree—
Free planYes—
Free trial——
Open source——
Windows—Yes
macOSYesYes
LinuxYesYes
iOS—Yes
Android—Yes
APIYesYes
Self-hostedYesYes
Plans published10
Spec score · Deep Learning Software8.1 (#11)7.3 (#29)
PurposeHorovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch and Apache MXNet.PyTorch enables fast, flexible experimentation and efficient production through a user-friendly front end, distributed training, and an ecosystem of tools and libraries.
RequirementsThe project README says Linux or macOS installation requires CMake and describes compiler requirements for supported frameworks.The site says the latest stable PyTorch requires Python 3.10 or later.
SupportThe project directs users to documentation, troubleshooting guidance and a ticket submission link for unresolved issues.The Foundation directs users with technical questions to the PyTorch discussion community.

Plans

Horovod

  • HorovodFree

Horovod pricing →

PyTorch

No plans published.

PyTorch pricing →

In their own words

Horovod

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

Visit horovod.ai

PyTorch

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

Visit pytorch.org