more specifically, interested in combining BlockDiagonalMask, with a tensor bias. I hacked something together by creating an BlockDiagonalMaskWithTensorBias, but got ...

With the increasing growth of artificial intelligence—introduction of large language models (LLMs) and generative AI—there has been a growing demand for more efficient graphics processing units (GPUs) ...

Abstract: Kernel fusion is a crucial optimization technique for GPU applications, particularly deep neural networks, where it involves combining multiple consecutive kernels into a single larger ...

We could leverage convolution codegen to im2col + data-tiling, but there could be performance issue wrt the img2col tensor. E.g., we are not able to vectorize below input, and the performance is bad.

ABSTRACT: One-class classification problem has become a popular problem in many fields, with a wide range of applications in anomaly detection, fault diagnosis, and face recognition. We investigate ...

One-class classification problem has become a popular problem in many fields, with a wide range of applications in anomaly detection, fault diagnosis, and face recognition. We investigate the ...

For years, possibly decades, in the great Therm-a-Rest NeoAir vs Nemo Tensor debate, the NeoAir XLite reigned supreme in the world of ultralight backpacking and thru-hiking. Its yellow-curry hue is so ...

Google may be planning to release a new major kernel upgrade for all Tensor-powered Pixel phones. The upgrade could improve performance and improve long-term support in the future. The upcoming Pixel ...