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Profile-guided memory optimization for deep neural networks

Profile-guided memory optimization for deep neural networks

Taro Sekiyama
T. Imamichi
Haruki Imai
Raymond H. Putra
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Papers citing "Profile-guided memory optimization for deep neural networks"

5 / 5 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
31
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
42
16
0
08 Oct 2022
Memory Planning for Deep Neural Networks
Memory Planning for Deep Neural Networks
Maksim Levental
28
4
0
23 Feb 2022
Efficient Memory Management for Deep Neural Net Inference
Efficient Memory Management for Deep Neural Net Inference
Yury Pisarchyk
Juhyun Lee
29
36
0
10 Jan 2020
Supporting Very Large Models using Automatic Dataflow Graph Partitioning
Supporting Very Large Models using Automatic Dataflow Graph Partitioning
Minjie Wang
Chien-chin Huang
Jinyang Li
46
154
0
24 Jul 2018