When testing the linear API provided by NVIDIA's transformer engine (with FP8 precision) on an L20 device, I found that its speed is significantly slower than PyTorch's built-in linear API. Is there ...

Abstract: In this letter, we present an attentional non-linear activation function approximation method called ATA for VLSI-based neural networks. Unlike other approximation methods that pursue the ...

Discover a smarter way to grow with Learn with Jay, your trusted source for mastering valuable skills and unlocking your full potential. Whether you're aiming to advance your career, build better ...

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

Custom image of a clock with Bruce Willis, Samuel L. Jackson, and Uma Thurman from Pulp Fiction on it Image by Federico Napoli There’s been a lot that has been said, written, and argued about Pulp ...

Abstract: Linear codes are widely studied in coding theory as they have nice applications in distributed storage, combinatorics, lattices, cryptography and so on. Constructing linear codes with ...

Major initiatives attempt to prevent dementia by targeting modifiable risk factors. Low education is frequently pointed to, due to its relationship with dementia. Impact of education is difficult to ...

ABSTRACT: This paper presents a new dimension reduction strategy for medium and large-scale linear programming problems. The proposed method uses a subset of the original constraints and combines two ...

This paper and this library describe and implement a number of linear algebra simplifications that we can implement as graph rewrites. This issue is both a tracker for implementing these rewrites, and ...