Inference

Triton Inference Server

Triton is NVIDIA's production inference server supporting PyTorch, TensorFlow, ONNX, and custom backends. It provides dynamic batching, model versioning, and multi-GPU support. Triton handles complex deployment scenarios. It's used in production by many organizations. Triton supports Ensemble models (multiple models together). Configuration requires understanding scheduling. Triton is powerful but complex.