1 code implementation • 14 Mar 2024 • Muhammad Adnan, Akhil Arunkumar, Gaurav Jain, Prashant J. Nair, Ilya Soloveychik, Purushotham Kamath
This approach effectively reduces both the KV cache size and memory bandwidth usage without compromising model accuracy.
no code implementations • 11 Jun 2023 • Lyric Doshi, Vincent Zhuang, Gaurav Jain, Ryan Marcus, Haoyu Huang, Deniz Altınbüken, Eugene Brevdo, Campbell Fraser
We propose Kepler, an end-to-end learning-based approach to PQO that demonstrates significant speedups in query latency over a traditional query optimizer.
no code implementations • 17 Dec 2021 • Gaurav Jain, Smriti Parsheera
The tools display varying error rates in the face detection and gender and age classification functions.
no code implementations • 29 Sep 2021 • Gaurav Jain, Mrinal Das
After the steady-state is obtained for the underlying Markov chain, it is possible to compute the posterior probability of the presence of the rare event in a given image.
1 code implementation • 17 Sep 2017 • Sarath Babu, Gaurav Jain, B. S. Manoj
The major reasons for high delay include partial connectivity of networks as can be seen in many types of ad hoc wireless networks with frequent network partitions, long propagation time as experienced in inter-planetary and deep space networks, and frequent link disruptions due to the mobility of nodes as observed in terrestrial wireless network environments.
Networking and Internet Architecture