Parallel Algebraic Effect Handlers
Xie, Ningning, Johnson, Daniel D., Maclaurin, Dougal, Paszke, Adam
Published in Proceedings of ACM on programming languages (15.08.2024)
Published in Proceedings of ACM on programming languages (15.08.2024)
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Journal Article
Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming
Paszke, Adam, Johnson, Daniel D., Duvenaud, David, Vytiniotis, Dimitrios, Radul, Alexey, Johnson, Matthew J., Ragan-Kelley, Jonathan, Maclaurin, Dougal
Published in Proceedings of ACM on programming languages (01.08.2021)
Published in Proceedings of ACM on programming languages (01.08.2021)
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Journal Article
You Only Linearize Once: Tangents Transpose to Gradients
Radul, Alexey, Paszke, Adam, Frostig, Roy, Johnson, Matthew J., Maclaurin, Dougal
Published in Proceedings of ACM on programming languages (09.01.2023)
Published in Proceedings of ACM on programming languages (09.01.2023)
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Journal Article
Evaluation of neural network architectures for embedded systems
Canziani, Alfredo, Culurciello, Eugenio, Paszke, Adam
Published in 2017 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2017)
Published in 2017 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2017)
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Conference Proceeding
You Only Linearize Once: Tangents Transpose to Gradients
Radul, Alexey, Paszke, Adam, Frostig, Roy, Johnson, Matthew, Maclaurin, Dougal
Year of Publication 22.04.2022
Year of Publication 22.04.2022
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Journal Article
Memory-efficient array redistribution through portable collective communication
Rink, Norman A, Paszke, Adam, Vytiniotis, Dimitrios, Schmid, Georg Stefan
Year of Publication 02.12.2021
Year of Publication 02.12.2021
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Journal Article
Decomposing reverse-mode automatic differentiation
Frostig, Roy, Johnson, Matthew J, Maclaurin, Dougal, Paszke, Adam, Radul, Alexey
Year of Publication 19.05.2021
Year of Publication 19.05.2021
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Journal Article
PartIR: Composing SPMD Partitioning Strategies for Machine Learning
Alabed, Sami, Belov, Daniel, Chrzaszcz, Bart, Franco, Juliana, Grewe, Dominik, Maclaurin, Dougal, Molloy, James, Natan, Tom, Norman, Tamara, Pan, Xiaoyue, Paszke, Adam, Rink, Norman A, Schaarschmidt, Michael, Sitdikov, Timur, Swietlik, Agnieszka, Vytiniotis, Dimitrios, Wee, Joel
Year of Publication 20.01.2024
Year of Publication 20.01.2024
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Journal Article
You Only Linearize Once: Tangents Transpose to Gradients
Radul, Alexey, Paszke, Adam, Frostig, Roy, Johnson, Matthew, Maclaurin, Dougal
Published in arXiv.org (06.12.2022)
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Published in arXiv.org (06.12.2022)
Paper
Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming
Paszke, Adam, Johnson, Daniel, Duvenaud, David, Vytiniotis, Dimitrios, Radul, Alexey, Johnson, Matthew, Ragan-Kelley, Jonathan, Maclaurin, Dougal
Year of Publication 12.04.2021
Year of Publication 12.04.2021
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Journal Article
Automap: Towards Ergonomic Automated Parallelism for ML Models
Schaarschmidt, Michael, Grewe, Dominik, Vytiniotis, Dimitrios, Paszke, Adam, Schmid, Georg Stefan, Norman, Tamara, Molloy, James, Godwin, Jonathan, Rink, Norman Alexander, Nair, Vinod, Belov, Dan
Year of Publication 06.12.2021
Year of Publication 06.12.2021
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Journal Article