Horovod vs TensorFlow

Horovod

5.5 #25 in Deep Learning Software

About Horovod

TensorFlow

7.3 #2 in Deep Learning Software

About TensorFlow
HorovodTensorFlow
Free planNoYes
Free trialNoNo
Paid from—Free
Open sourceNoNo
PlatformsLinux, macOSAndroid, api, iOS, Linux, macOS, self-hosted, Web, Windows
Free planYesYes
Training modebothlocal
Deployment targetsmultiplemultiple
GPU accelerationYesYes
Distributed trainingYesYes
Supported languagesPythonPython, Java, Go, JavaScript
Model formats—SavedModel, Keras .keras, TensorFlow Lite (.tflite), TensorFlow.js

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