Memory Efficient Deep Neural Network Training

von Shilova, Alena
Veröffentlicht in Euro-Par (27. : 2021 : Online) Euro-Par 2021: Parallel Processing Workshops (2022)

Efficient Combination of Rematerialization and Offloading for Training DNNs

von Beaumont, Olivier
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 29 of 36 (2022)

Optimal GPU-CPU Offloading Strategies for Deep Neural Network Training

von Beaumont, Olivier
Veröffentlicht in Euro-Par (26. : 2020 : Warschau; Online) Euro-Par 2020: parallel processing (2020)

Pipelined Model Parallelism: Complexity Results and Memory Considerations

von Beaumont, Olivier
Veröffentlicht in Euro-Par (27. : 2021 : Online) Euro-Par 2021: parallel processing (2021)

A Makespan Lower Bound for the Tiled Cholesky Factorization Based on ALAP Schedule

von Beaumont, Olivier
Veröffentlicht in Euro-Par (26. : 2020 : Warschau; Online) Euro-Par 2020: parallel processing (2020)