Search Results for author: Shalini Jain

Found 2 papers, 1 papers with code

POSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning

no code implementations • 27 Jul 2022 • Shalini Jain, Yashas Andaluri, S. VenkataKeerthy, Ramakrishna Upadrasta

We observe that the proposed model based on ODG outperforms the current Oz sequence both in terms of size and execution time by 6. 19% and 11. 99% in SPEC 2017 benchmarks, on an average.

reinforcement-learning Reinforcement Learning (RL)

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IR2Vec: LLVM IR based Scalable Program Embeddings

1 code implementation • 13 Sep 2019 • S. VenkataKeerthy, Rohit Aggarwal, Shalini Jain, Maunendra Sankar Desarkar, Ramakrishna Upadrasta, Y. N. Srikant

As our infrastructure is based on the Intermediate Representation (IR) of the source code, obtained embeddings are both language and machine independent.

Representation Learning

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