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 ...

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 ...

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 ...