就在刚刚，斯坦福HAI华人大神团队又出惊人神作了。 他们用纯CUDA-C语言编写的快速AI生成内核，竟然超越了PyTorch！ 在这个过程中，完全不用借助CUTLASS和Triton等库和领域特定语言（DSL），就能让性能表现接近PyTorch内置的、经过专家优化的标准生产级内核，甚至在 ...

【新智元导读】本想练练手合成点数据，没想到却一不小心干翻了PyTorch专家内核！斯坦福华人团队用纯CUDA-C写出的AI生成内核，瞬间惊艳圈内并登上Hacker News热榜。团队甚至表示：本来不想发这个结果的。 就在刚刚，斯坦福HAI华人大神团队又出惊人神作了。

Deep learning is transforming the way we approach complex problems in various fields, from image recognition to natural language processing. Among the tools available to researchers and developers, ...

Dr. James McCaffrey of Microsoft Research presents the fundamental concepts of tensors necessary to establish a solid foundation for learning how to create PyTorch neural networks, based on his ...

Deep learning continues to be one of the hottest fields in computing, and while Google’s TensorFlow remains the most popular framework in absolute numbers, Facebook’s PyTorch has quickly earned a ...

CUDA and Tensor Cores are some of the most prominent specs on an NVIDIA GPU. These cores are the fundamental computational blocks that allow a GPU to perform a bunch of tasks such as video rendering, ...

PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch.

Google has reportedly initiated the TorchTPU project to enhance support for the PyTorch machine learning framework on its tensor processing units (TPUs), aiming to challenge the software dominance of ...

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More After months in preview, PyTorch 2.0 has been made generally available by ...