WC
Will Constable
cs.LGcs.AIcs.DCcs.CLcs.PF
On Valency
published · living versionsW_attss5wh·v1 · currentpublished
AutoParallel: Composable, PyTorch-Native Automatic Parallelism for Production Training
with Kaijian Wang, Sanket Purandare, Aditya Venkataraman, Ivan Kobzarev +7
1 version
Preprints & journals
4 papers in the corpus · 2018–2024TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training2410.06511v3 · Wanchao Liang, Tianyu Liu, Less Wright et al.2024 · 0 citationsarXiv
TorchBench: Benchmarking PyTorch with High API Surface Coverage2304.14226v3 · Yueming Hao, Xu Zhao, Bin Bao et al.2023 · 4 citationsarXiv
Using Python for Model Inference in Deep Learning2104.00254v1 · Zachary DeVito, Jason Ansel, Will Constable et al.2021 · 4 citationsarXiv
Intel nGraph: An Intermediate Representation, Compiler, and Executor for Deep Learning1801.08058v2 · Scott Cyphers, Arjun K. Bansal, Anahita Bhiwandiwalla et al.2018 · 97 citationsarXiv
Career total: 6 works. 4 are in this corpus.
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