Horovod vs ONNX Runtime

Horovod

5.1 #24 in Deep Learning Software

About Horovod

ONNX Runtime

5.9 #12 in Deep Learning Software

About ONNX Runtime
HorovodONNX Runtime
Free planNoYes
Free trialNoNo
Paid from—Free
Open sourceNoNo
PlatformsLinux, macOSAndroid, iOS, Linux, macOS, self-hosted, Web, Windows
Free planYesYes
Training modebothlocal
Deployment targetsmultiplemultiple
GPU accelerationYesYes
Distributed trainingYes—
Supported languagesPythonPython, C, C++, C#, Java, JavaScript, TypeScript, Kotlin, Objective-C
Model formats—ONNX, ORT

Both are listed in Best Deep Learning Software. On Inferse, ONNX Runtime scores higher on our published basis.