Kubeflow Trainer vs NVIDIA TensorRT

Kubeflow Trainer

5.0 #35 in Deep Learning Software

About Kubeflow Trainer

NVIDIA TensorRT

5.8 #15 in Deep Learning Software

About NVIDIA TensorRT
Kubeflow TrainerNVIDIA TensorRT
Free planNoYes
Free trialNoNo
Paid from—Free
Open sourceNoNo
PlatformsLinuxLinux, self-hosted, Windows
Free planYesYes
Training modebothlocal
Deployment targetsmultiplemultiple
GPU accelerationYesYes
Distributed trainingYesNo
Supported languages—C++, Python
Model formats—ONNX; TensorRT engine/plan files

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