仅需几十行 PyTorch 代码即可大幅提高 GPU 利用率，在英伟达 A100 上的 GPU 利用率高达 70%。这一能力由一款名为 LaCT 的新模型架构实现，它由北京大学本科校友、美国麻省理工学院博士生张天远和所在团队打造。 研究团队通过在不同模态的任务中采用范围从 2000 到 ...

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.

Scikit-Learn 1.8.0 更新引入了实验性的 Array API 支持。这意味着 CuPy 数组或 PyTorch 张量现在可以直接在 Scikit-Learn 的部分组件中直接使用了，且计算过程能保留在 GPU 上。 Scikit-Learn 开始正式支持Python Array API 标准。这是一个由 NumPy、CuPy、PyTorch、JAX 等库共同维护的 ...

Machine learning is an increasingly important tool for developers, providing a way to build applications that can deliver a wide range of prediction-based tasks. In the past you might have had to ...

PyTorch，这一广受欢迎的开源机器学习框架，近期正式推出了其最新版本——2.8版。此次版本更新聚焦于提升量化大语言模型（LLM）在Intel CPU上的推理性能，吸引了众多开发者和研究人员的目光。 在PyTorch 2.8中，开发者团队通过算法优化和技术革新，显著提高了 ...

Dr. James McCaffrey of Microsoft Research uses a complete demo program, samples and screenshots to explains how to install the Python language and the PyTorch library on Windows, and how to create and ...

Dr. James McCaffrey of Microsoft Research presents the second of four machine learning articles that detail a complete end-to-end production-quality example of neural regression using PyTorch. The ...

At last week's Spark AI Summit Europe, we had the chance to discuss with some of the rock stars of this community. MLFlow's new version was presented in Databricks Chief Technologist Matei Zaharia's ...