124 citations · 189 across the 4 of their papers we have counts for
4 papers
The History of Software Architecture - In the Eye of the Practitioner
Henry Muccini, Patricia Lago, Karthik Vaidyanathan +2
Software architecture (SA) is celebrating 25 years. This is so if we consider the seminal papers establishing SA as a distinct discipline and scientific publications that have iden…
Mixed Precision Training of Convolutional Neural Networks using Integer Operations
Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere +14
The state-of-the-art (SOTA) for mixed precision training is dominated by variants of low precision floating point operations, and in particular, FP16 accumulating into FP32 Micikev…
On Scale-out Deep Learning Training for Cloud and HPC
Srinivas Sridharan, Karthikeyan Vaidyanathan, Dhiraj Kalamkar +8
The exponential growth in use of large deep neural networks has accelerated the need for training these deep neural networks in hours or even minutes. This can only be achieved thr…
Lattice QCD with Domain Decomposition on Intel Xeon Phi Co-Processors
Simon Heybrock, Bálint Joó, Dhiraj D. Kalamkar +4
The gap between the cost of moving data and the cost of computing continues to grow, making it ever harder to design iterative solvers on extreme-scale architectures. This problem…