Search Results for author: Somya Jain

Found 6 papers, 4 papers with code

CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research

1 code implementation17 Sep 2021 Chris Cummins, Bram Wasti, Jiadong Guo, Brandon Cui, Jason Ansel, Sahir Gomez, Somya Jain, Jia Liu, Olivier Teytaud, Benoit Steiner, Yuandong Tian, Hugh Leather

What is needed is an easy, reusable experimental infrastructure for real world compiler optimization tasks that can serve as a common benchmark for comparing techniques, and as a platform to accelerate progress in the field.

Compiler Optimization OpenAI Gym

Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking

no code implementations NeurIPS 2021 Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela

We introduce Dynaboard, an evaluation-as-a-service framework for hosting benchmarks and conducting holistic model comparison, integrated with the Dynabench platform.

Benchmarking

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