SP

Sanket Purandare

cs.AIcs.DCcs.LGcs.CLcs.DB

On Valency

published · living versions

W_attss5wh·v1 · currentpublished

AutoParallel: Composable, PyTorch-Native Automatic Parallelism for Production Training

with Kaijian Wang, Aditya Venkataraman, Will Constable, Ivan Kobzarev +7

1 version

Preprints & journals

4 papers in the corpus · 2020–2024

SimpleFSDP: Simpler Fully Sharded Data Parallel with torch.compile2411.00284v2 · Ruisi Zhang, Tianyu Liu, Will Feng et al.2024 · 1 citationarXiv

Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond2410.12982v2 · Costin-Andrei Oncescu, Sanket Purandare, Stratos Idreos et al.2024 · 0 citationsarXiv

TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training2410.06511v3 · Wanchao Liang, Tianyu Liu, Less Wright et al.2024 · 0 citationsarXiv

Optimizing Cursor Loops in Relational Databases2004.05378v3 · Surabhi Gupta, Sanket Purandare, Karthik Ramachandra2020 · 0 citationsarXiv

Career total: 7 works. 4 are in this corpus.

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