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Memory Optimization for Deep Networks

Memory Optimization for Deep Networks

Aashaka Shah
Chaoxia Wu
Jayashree Mohan
Vijay Chidambaram
Philipp Krahenbuhl
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Papers citing "Memory Optimization for Deep Networks"

3 / 3 papers shown
Title
OLLA: Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks
OLLA: Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks
Benoit Steiner
Mostafa Elhoushi
Jacob Kahn
James Hegarty
29
8
0
24 Oct 2022
Demand Layering for Real-Time DNN Inference with Minimized Memory Usage
Demand Layering for Real-Time DNN Inference with Minimized Memory Usage
Min-Zhi Ji
Saehanseul Yi
Chang-Mo Koo
Sol Ahn
Dongjoo Seo
N. Dutt
Jong-Chan Kim
40
16
0
08 Oct 2022
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging
Shishir G. Patil
Paras Jain
P. Dutta
Ion Stoica
Joseph E. Gonzalez
10
35
0
15 Jul 2022