NCA-GENL - Software Development - Section 2.4

Deploy machine learning models on Triton Inference Server.

Deploy trained models using NVIDIA Triton Inference Server, configuring the model repository, backend (TensorRT, ONNX, PyTorch, TensorFlow), and instance groups for concurrent execution. Understand how Triton's dynamic batching and ensemble pipelines improve GPU utilisation and reduce inference latency in production.

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