NVIDIA TensorRT vs Ray Train

NVIDIA TensorRT

6.4 #11 in Deep Learning Software

About NVIDIA TensorRT

Ray Train

6.5 #7 in Deep Learning Software

About Ray Train
NVIDIA TensorRTRay Train
Free planYesYes
Free trialNoNo
Paid fromFreeFree
Open sourceNoNo
PlatformsLinux, self-hosted, WindowsLinux, macOS, self-hosted, Windows
Free planYesYes
Training modelocalboth
Deployment targetsmultiplemultiple
GPU accelerationYesYes
Distributed trainingNoYes
Supported languagesC++, PythonPython
Model formatsONNX; TensorRT engine/plan files—

Both are listed in Best Deep Learning Software. On Freedom251, Ray Train scores higher on our published basis.