TensorRT

TensorRT is a software tool developed by NVIDIA that optimizes and speeds up the execution of deep learning models, especially those used in AI applications like image recognition or speech processing. It takes a trained model and refines it to run more efficiently on NVIDIA hardware, reducing latency and improving performance. Essentially, TensorRT makes AI models run faster and more smoothly in real-time environments, enabling quicker responses and lower resource usage without sacrificing accuracy. It is widely used in industries such as autonomous vehicles, healthcare, and data centers to enhance AI deployment.