Abstract: Sparse Matrix-Vector Multiplication (SpMV) on GPUs has gained significant attention because of SpMV's importance in modern applications and the increasing computing power of GPUs in the last ...

They are, as mentioned above, tensor processing units. A tensor is a form of matrix, or multi-dimensional number, a key plank of AI processing that assigns and uses high-dimensional numbers to ...

While the two chipmakers have caught up with each other on vector extensions, Intel still has its advanced matrix extensions (AMX) for CPU-based AI inference acceleration. It remains to be seen ...

Converting images into vector graphics or creating vector graphics is particularly useful if you need graphics for logos, illustrations, or print templates. While conventional image formats such ...

The mdarray forms a convenience layer over RMM and can be constructed in RAFT using a number of different helper functions: The example below demonstrates creating a RAFT handle and using it with ...

PyCM is a multi-class confusion matrix library written in Python that supports both input data vectors and direct matrix, and a proper tool for post-classification model evaluation that supports most ...