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Publication search results
found 22 matches
- 2024
- Tailing Yuan, Yuliang Liu, Xucheng Ye, Shenglong Zhang, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang:
Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Parallelism. USENIX ATC 2024: 545-561 - 2023
- Manuela Schuler, Richard Membarth, Philipp Slusallek:
XEngine: Optimal Tensor Rematerialization for Neural Networks in Heterogeneous Environments. ACM Trans. Archit. Code Optim. 20(1): 17:1-17:25 (2023) - Burak Bartan, Haoming Li, Harris Teague, Christopher Lott, Bistra Dilkina:
Moccasin: Efficient Tensor Rematerialization for Neural Networks. ICML 2023: 1826-1837 - Burak Bartan, Haoming Li, Harris Teague, Christopher Lott, Bistra Dilkina:
Moccasin: Efficient Tensor Rematerialization for Neural Networks. CoRR abs/2304.14463 (2023) - 2022
- Shishir G. Patil, Paras Jain, Prabal Dutta, Ion Stoica, Joseph Gonzalez:
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging. ICML 2022: 17573-17583 - Hesham Mostafa:
Sequential Aggregation and Rematerialization: Distributed Full-batch Training of Graph Neural Networks on Large Graphs. MLSys 2022 - Shishir G. Patil, Paras Jain, Prabal Dutta, Ion Stoica, Joseph E. Gonzalez:
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging. CoRR abs/2207.07697 (2022) - Manuela Schuler, Richard Membarth, Philipp Slusallek:
XEngine: Optimal Tensor Rematerialization for Neural Networks in Heterogeneous Environments. CoRR abs/2212.09290 (2022) - 2021
- Selma Pereira, Adérito Fernandes Marcos:
Inside the embroidery. The rematerialization of traditional embroidery in a post-digital approach: No interior do bordado. A rematerialização do bordado numa vertente pós-digital. ARTECH 2021: 115:1-115:3 - Marisa Kirisame, Steven Lyubomirsky, Altan Haan, Jennifer Brennan, Mike He, Jared Roesch, Tianqi Chen, Zachary Tatlock:
Dynamic Tensor Rematerialization. ICLR 2021 - Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova:
Efficient Combination of Rematerialization and Offloading for Training DNNs. NeurIPS 2021: 23844-23857 - Hesham Mostafa:
Sequential Aggregation and Rematerialization: Distributed Full-batch Training of Graph Neural Networks on Large Graphs. CoRR abs/2111.06483 (2021) - 2020
- Paras Jain, Ajay Jain, Aniruddha Nrusimha, Amir Gholami, Pieter Abbeel, Kurt Keutzer, Ion Stoica, Joseph Gonzalez:
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization. MLSys 2020 - Marisa Kirisame, Steven Lyubomirsky, Altan Haan, Jennifer Brennan, Mike He, Jared Roesch, Tianqi Chen, Zachary Tatlock:
Dynamic Tensor Rematerialization. CoRR abs/2006.09616 (2020) - 2019
- Manuel Schmuck, Luca Benini, Abbas Rahimi:
Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory. ACM J. Emerg. Technol. Comput. Syst. 15(4): 32:1-32:25 (2019) - Ravi Kumar, Manish Purohit, Zoya Svitkina, Erik Vee, Joshua R. Wang:
Efficient Rematerialization for Deep Networks. NeurIPS 2019: 15146-15155 - Paras Jain, Ajay Jain, Aniruddha Nrusimha, Amir Gholami, Pieter Abbeel, Kurt Keutzer, Ion Stoica, Joseph E. Gonzalez:
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization. CoRR abs/1910.02653 (2019) - 2018
- Manuel Schmuck, Luca Benini, Abbas Rahimi:
Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory. CoRR abs/1807.08583 (2018) - 2011
- Mouad Bahi, Christine Eisenbeis:
Rematerialization-based register allocation through reverse computing. Conf. Computing Frontiers 2011: 24 - 2005
- Naohiro Ishii, Hiroaki Ogi, Tsubasa Mochizuki, Kazunori Iwata:
Parallelism Improvements of Software Pipelining by Combining Spilling with Rematerialization. KES (1) 2005: 820-826 - 1992
- Preston Briggs, Keith D. Cooper, Linda Torczon:
Rematerialization. PLDI 1992: 311-321 - 1983
- Eugene Wong:
Dynamic Rematerialization: Processing Distributed Queries Using Redundant Data. IEEE Trans. Software Eng. 9(3): 228-232 (1983)
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