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NVIDIA-Certified Associate: AI Infrastructure and Operations138 / 145
Question 138 of 145
A data science team has trained a computer vision model in PyTorch and now needs to deploy it for real-time inference on NVIDIA GPUs in production. Latency is critical, and they want to reduce inference time by applying optimizations such as layer fusion, precision calibration (FP16/INT8), and kernel auto-tuning specific to the target GPU. Which NVIDIA component is purpose-built for this optimization step?
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