Network Intelligence Research Center (NIRC)

Jul 2, 2025 · Artificial Intelligence

Optimizing Deep Learning Inference with TensorRT: A Practical Toolchain Walkthrough

This article walks through TensorRT's core optimization features, auxiliary debugging tools, and a step‑by‑step SMPLer‑X case study, showing how graph simplification, mixed‑precision, and engine generation cut inference latency to roughly 22‑29% of the original runtime.