The NVIDIA Hopper architecture introduces significant advancements in deep learning and AI performance.Fourth-generation Tensor Cores with FP8 precision double computational throughput while reducing memory requirements.New Transformer Engine enhances transformer-based model training and inference for large-scale language models.NVIDIA Grace Hopper Superchip integrates Hopper GPU with Grace CPU, providing efficient data processing and high throughput.