Gregory Chanan

Automatic differentiation in PyTorch

Luca Antiga, Soumith Chintala, Sam Gross, 2017 .

PyTorch: An Imperative Style, High-Performance Deep Learning Library

Natalia Gimelshein, Alykhan Tejani, Soumith Chintala, 2019, NeurIPS.

Velocity Profiles in Slowly Sheared Bubble Rafts

Gregory Chanan, M. Dennin, J. Lauridsen, 2003, cond-mat/0311611.

FetchSGD: Communication-Efficient Federated Learning with Sketching

Jeff Wu, Alec Radford, Dario Amodei, 2022 .

One-Step Diffusion Distillation via Deep Equilibrium Models

Siddhant M. Jayakumar, J. Z. Kolter, Raphael Lopez Kaufman, 2023, NeurIPS.

PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation

Marcos Yukio Siraichi, Soumith Chintala, Gregory Chanan, 2024, ASPLOS.