来源：内容编译自semianalysis。 在人工智能和深度学习领域，GPU计算能力的提升速度远超摩尔定律，年复一年地持续实现着“黄氏定律”般显著的性能提升。推动这一进步的核心技术正是 Tensor Core。 尽管 Tensor Core 无疑是现代人工智能和机器学习的基石，但即使是 ...

Machine learning research is progressing at an ever-faster pace. We are likely still decades away from reaching the singularity, but AI has already become the buzzword that every tech company is ...

Familiarity with linear algebra is expected. In addition, students should have taken a proof-based course such as CS 212 or Math 300. Tensors, or multiindexed arrays, generalize matrices (two ...

Tensors play a pivotal role in AI and deep learning systems, and share a common heritage with both physics and advanced mathematics. All of which makes it extremely difficult to lock down a definitive ...

Researchers at Aalto University have demonstrated single-shot tensor computing at the speed of light, a remarkable step towards next-generation artificial general intelligence hardware powered by ...

Random matrices are used for the statistical analysis of large samples but find also application in various fields of physics. In particular they became of interest around 1990 in string theory as a ...