BS
Benoit Steiner
cs.LGcs.AIcs.DCcs.CLcs.PFcs.PLstat.MLcs.MScs.ROcs.SC
On Valency
published · living versionsW_snpkpxfk·v1 · currentpublished
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
with Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo +35
1 version
Preprints & journals
17 papers in the corpus · 2016–2023Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning2302.01578v1 · Taoan Huang, Aaron Ferber, Yuandong Tian et al.2023 · 8 citationsarXiv
Studying Large Language Model Generalization with Influence Functions2308.03296v1 · Roger Grosse, Juhan Bae, Cem Anil et al.2023 · 26 citationsarXiv
Measuring Faithfulness in Chain-of-Thought Reasoning2307.13702v1 · Tamera Lanham, Anna Chen, Ansh Radhakrishnan et al.2023 · 32 citationsarXiv
SurCo: Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems2210.12547v2 · Aaron Ferber, Taoan Huang, Daochen Zha et al.2022 · 3 citationsarXiv
Local Branching Relaxation Heuristics for Integer Linear Programs2212.08183v2 · Taoan Huang, Aaron Ferber, Yuandong Tian et al.2022 · 4 citationsarXiv
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction2301.05104v2 · Youwei Liang, Kevin Stone, Ali Shameli et al.2023 · 2 citationsarXiv
OLLA: Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks2210.12924v2 · Benoit Steiner, Mostafa Elhoushi, Jacob Kahn et al.2022 · 1 citationarXiv
Flashlight: Enabling Innovation in Tools for Machine Learning2201.12465v2 · Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko et al.2022 · 14 citationsarXiv
LoopStack: a Lightweight Tensor Algebra Compiler Stack2205.00618v1 · Bram Wasti, Jos'e Pablo Cambronero, Benoit Steiner et al.2022 · 2 citationsarXiv
Learning Space Partitions for Path Planning2106.10544v4 · Kevin Yang, Tianjun Zhang, Chris Cummins et al.2021 · 2 citationsNeurIPS 2021
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research2109.08267v2 · Chris Cummins, Bram Wasti, Jiadong Guo et al.2021 · 75 citationsarXiv
Using Graph Neural Networks to model the performance of Deep Neural Networks2108.12489v1 · Shikhar Singh, Benoit Steiner, James Hegarty et al.2021 · 3 citationsarXiv
Value Function Based Performance Optimization of Deep Learning Workloads2011.14486v1 · Benoit Steiner, Chris Cummins, Horace He et al.2020 · 2 citationsarXiv
PyTorch: An Imperative Style, High-Performance Deep Learning Library1912.01703v1 · Adam Paszke, Sam Gross, Francisco Massa et al.2019 · 15,937 citationsarXiv
Device Placement Optimization with Reinforcement Learning1706.04972v2 · Azalia Mirhoseini, Hieu Pham, Quoc V. Le et al.2017 · 319 citationsarXiv
TensorFlow: A system for large-scale machine learning1605.08695v2 · Mart'in Abadi, Paul Barham, Jianmin Chen et al.2016 · 12,769 citationsarXivon Valency
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems1603.04467v2 · Mart'in Abadi, Ashish Agarwal, Paul Barham et al.2016 · 9,713 citationsarXivon Valency
Career total: 28 works. 17 are in this corpus.
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