Nvidia Apex

What is Nvidia Apex?

NVIDIA TensorRT is an AI-acceleration platform designed to enhance the performance and speed of deep learning applications. It serves as a powerful optimizer and runtime for deploying AI models in real-world scenarios. By leveraging TensorRT, developers can efficiently optimize, validate, and deploy trained neural networks in production environments, resulting in faster and more precise inference. This platform incorporates advanced graph optimizations, like layer fusion and kernel auto-tuning, as well as support for half-precision FP16, enabling up to 100x acceleration in model inference compared to CPU-only systems. Furthermore, TensorRT seamlessly integrates with popular deep learning frameworks like TensorFlow and PyTorch, making it an excellent choice for developers and data scientists seeking to optimize and deploy deep learning models swiftly in production environments.