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SPECIFICTION
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fastai vs Horovod

fastai

fast.ai

Horovod

horovod.ai

Side by side

FigurefastaiHorovod
Price fromFreeFree
Free planYesYes
Free trial——
Open source——
WebYes—
WindowsYes—
macOSYesYes
LinuxYesYes
API—Yes
Self-hostedYesYes
Plans published11
Spec score · Deep Learning Software8.1 (#10)8.1 (#11)
InstallationThe documentation says to install fastai on a machine with `pip install fastai` and recommends installing PyTorch first.The getting-started page provides pip installation commands for CPU use and GPU use with NCCL.
Purposefastai simplifies training fast and accurate neural networks using modern best practices.Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch and Apache MXNet.
SupportThe fast.ai forums include a category for help installing and using the fastai library for users at any level.The project directs users to documentation, troubleshooting guidance and a ticket submission link for unresolved issues.

Plans

fastai

  • fastaiFree

fastai pricing →

Horovod

  • HorovodFree

Horovod pricing →

In their own words

fastai

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Horovod

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

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