Ludwig vs NVIDIA Triton Inference Server
NVIDIA Triton Inference Server
6.4 #21 in Deep Learning Software
About NVIDIA Triton Inference Server| Ludwig | NVIDIA Triton Inference Server | |
|---|---|---|
| Free plan | Yes | Yes |
| Free trial | Yes | |
| Paid from | Free | $375/mo |
| Platforms | api, Linux, macOS, self-hosted, Windows | api, Linux, self-hosted, Windows |
| Free plan | Yes | Yes |
| Training mode | both | |
| Deployment targets | multiple | |
| GPU acceleration | Yes | |
| Distributed training | Yes | |
| Supported languages | Python | |
| Model formats | SafeTensors, torch.export, ONNX, MLflow | TensorRT Plan, ONNX, TensorFlow GraphDef, TensorFlow SavedModel, PyTorch TorchScript, PyTorch 2.0 |
| Deployment mode | dedicated | |
| GPU accelerators | Yes | |
| Private deployment | Yes | |
| Supported model formats | TensorRT Plan, ONNX, TensorFlow GraphDef, TensorFlow SavedModel, PyTorch TorchScript, PyTorch 2.0 | |
| Batch inference | Yes |
Listed together in Best Deep Learning Software