NVIDIA TensorRT is a high-performance deep learning inference toolkit that includes compilers, runtimes, and model optimizations. It delivers low latency and high throughput for production applications across various platforms. TensorRT supports neural network optimization using quantization, fusion, and kernel tuning techniques, and integrates with frameworks like PyTorch and Hugging Face for accelerated inference. It also offers the TensorRT Cloud service for hyper-optimizing engines on NVIDIA GPUs.
