84 citations · 105 across the 4 of their papers we have counts for
4 papers
Hexagon-MLIR: An AI Compilation Stack For Qualcomm's Neural Processing Units (NPUs)
Mohammed Javed Absar, Muthu Baskaran, Abhikrant Sharma +22
In this paper, we present Hexagon-MLIR,an open-source compilation stack that targets Qualcomm Hexagon Neural Processing Unit (NPU) and provides unified support for lowering Triton…
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…
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…
IR2Vec: LLVM IR based Scalable Program Embeddings
S. VenkataKeerthy, Rohit Aggarwal, Shalini Jain +3
We propose IR2Vec, a Concise and Scalable encoding infrastructure to represent programs as a distributed embedding in continuous space. This distributed embedding is obtained by co…