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SPECIFICTION
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Horovod vs MindSpore

Horovod

horovod.ai

MindSpore

mindspore.cn

Side by side

FigureHorovodMindSpore
Price fromFree—
Free planYes—
Free trial——
Open source——
Windows—Yes
macOSYesYes
LinuxYesYes
APIYes—
Self-hostedYesYes
Plans published10
Spec score · Deep Learning Software8.1 (#11)7.3 (#27)
DeploymentHorovod can be installed on-premise or run on AWS, Azure and Databricks.The documentation describes deployment on cloud, servers, mobile and embedded devices, and ultra-lightweight devices such as earphones.
Open sourceHorovod is described as an open source project hosted by the LF AI & Data Foundation.Huawei announced that MindSpore became open source on Gitee on March 28, 2020.
PurposeHorovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch and Apache MXNet.MindSpore is an AI computing framework designed for AI application development across device, edge, and cloud scenarios.
SecurityThe documentation includes a security section for Horovod on Spark; the opened pages make no security certification or compliance claim.MindSpore's documentation says its unified device-edge-cloud architecture addresses enterprise deployment and security challenges.
SupportThe project directs users to documentation, troubleshooting guidance and a ticket submission link for unresolved issues.The official site directs users to its forum for help and professional answers, and to AtomGit to submit issues.

Plans

Horovod

  • HorovodFree

Horovod pricing →

MindSpore

No plans published.

MindSpore pricing →

In their own words

Horovod

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

Visit horovod.ai

MindSpore

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

Visit mindspore.cn