NVIDIA TensorRT is an AI inference library built to optimize machine learning models for deployment on NVIDIA GPUs. TensorRT targets dedicated hardware in modern architectures, such as NVIDIA Blackwell Tensor Cores, to accelerate common operations found in advanced machine learning models. It can also modify AI models to run more efficiently on specific hardware by using optimization techniques…
]]>Autonomous vehicles require fast and accurate perception of the surrounding environment in order to accomplish a wide set of tasks concurrently in real time. Systems need to handle the detection of obstacles, determine the boundaries of lanes, intersection detection, and sign recognition among many more functions over a large variety of environments, conditions, and situations and do this work…
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