84 citations · 156 across the 14 of their papers we have counts for
3 papers · 1 filter
POSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning
Shalini Jain, Yashas Andaluri, S. VenkataKeerthy +1
The ever increasing memory requirements of several applications has led to increased demands which might not be met by embedded devices. Constraining the usage of memory in such ca…
RL4ReAl: Reinforcement Learning for Register Allocation
S. VenkataKeerthy, Siddharth Jain, Anilava Kundu +3
We aim to automate decades of research and experience in register allocation, leveraging machine learning. We tackle this problem by embedding a multi-agent reinforcement learning…
FUSED-PAGERANK: Loop-Fusion based Approximate PageRank
Shalini Jain, Rahul Utkoor, Hemalatha Eedi +2
PageRank is a graph centrality metric that gives the importance of each node in a given graph. The PageRank algorithm provides important insights to understand the behavior of node…