Tremendous success of machine learning (ML) and the unabated growth in M...
Deep learning recommendation models (DLRMs) are used across many
busines...
Soft error, namely silent corruption of signal or datum in a computer sy...
Deep learning models typically use single-precision (FP32) floating poin...
In recommendation systems, practitioners observed that increase in the n...
With the advent of deep learning, neural network-based recommendation mo...
This paper presents the first comprehensive empirical study demonstratin...
Conventional GPU implementations of Strassen's algorithm (Strassen) typi...
Tensor contraction (TC) is an important computational kernel widely used...
Matrix multiplication (GEMM) is a core operation to numerous scientific
...
Matrix-matrix multiplication is a fundamental operation of great importa...
We dispel with "street wisdom" regarding the practical implementation of...