Caffe vs NVIDIA Triton Inference Server

Caffe

7.2 #8 in Deep Learning Software

About Caffe

NVIDIA Triton Inference Server

7.9 #4 in Deep Learning Software

About NVIDIA Triton Inference Server
CaffeNVIDIA Triton Inference Server
Free planNoYes
Free trialNoYes
Paid from—$375/mo
Open sourceNoNo
PlatformsLinux, macOS, Windowsapi, Linux, self-hosted, Windows
Free planYesYes
Training modelocal—
Deployment targetson-prem—
GPU accelerationYes—
Distributed trainingYes—
Supported languagesC++, Python, MATLAB—
Model formatsprototxt, caffemodelTensorRT Plan, ONNX, TensorFlow GraphDef, TensorFlow SavedModel, PyTorch TorchScript, PyTorch 2.0

Both are listed in Best Deep Learning Software. On Samsung Mobile US Press, NVIDIA Triton Inference Server scores higher on our published basis.