DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph
Optimization

DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization

11 July 2023

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Papers citing "DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization"

18 / 18 papers shown

Title
DeepPerform: An Efficient Approach for Performance Testing of Resource-Constrained Neural Networks Simin Chen Mirazul Haque Cong Liu Wei Yang 76 22 0 10 Oct 2022
LLMEffiChecker: Understanding and Testing Efficiency Degradation of Large Language Models Simin Chen Cong Liu Mirazul Haque Wei Yang 75 23 0 07 Oct 2022
NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers Jiawei Liu Jinkun Lin Fabian Ruffy Cheng Tan Jinyang Li Aurojit Panda Lingming Zhang 139 67 0 26 Jul 2022
A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities Fuxun Yu Di Wang Longfei Shangguan Minjia Zhang Xulong Tang Chenchen Liu Xiang Chen 45 9 0 28 Nov 2021
Dynamic Neural Networks: A Survey Yizeng Han Gao Huang Shiji Song Le Yang Honghui Wang Yulin Wang 3DH AI4TS AI4CE 115 652 0 09 Feb 2021
IOS: Inter-Operator Scheduler for CNN Acceleration Yaoyao Ding Ligeng Zhu Zhihao Jia Gennady Pekhimenko Song Han 63 75 0 02 Nov 2020
Ansor: Generating High-Performance Tensor Programs for Deep Learning Lianmin Zheng Chengfan Jia Minmin Sun Zhao Wu Cody Hao Yu ... Jun Yang Danyang Zhuo Koushik Sen Joseph E. Gonzalez Ion Stoica 144 402 0 11 Jun 2020
AutoFocus: Efficient Multi-Scale Inference Mahyar Najibi Bharat Singh L. Davis ObjD 89 128 0 04 Dec 2018
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 184 200 0 29 Nov 2018
Dynamic Channel Pruning: Feature Boosting and Suppression Xitong Gao Yiren Zhao Łukasz Dudziak Robert D. Mullins Chengzhong Xu 76 318 0 12 Oct 2018
Channel Gating Neural Networks Weizhe Hua Yuan Zhou Christopher De Sa Zhiru Zhang G. E. Suh 57 180 0 29 May 2018
Intel nGraph: An Intermediate Representation, Compiler, and Executor for Deep Learning D. S. Cyphers Arjun K. Bansal Anahita Bhiwandiwalla J. Bobba M. Brookhart ... J. Menon Jennifer Myers Sandeep Aswath Narayana A. Procter T. Webb GNN 86 139 0 24 Jan 2018
SkipNet: Learning Dynamic Routing in Convolutional Networks Xin Wang Feng Yu Zi-Yi Dou Trevor Darrell Joseph E. Gonzalez 103 640 0 26 Nov 2017
Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Selective Execution Lanlan Liu Jia Deng 95 205 0 02 Jan 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 350 10,079 0 10 Feb 2015
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 280 14,712 0 20 Jun 2014
Low-Rank Approximations for Conditional Feedforward Computation in Deep Neural Networks Andrew S. Davis I. Arel 101 80 0 16 Dec 2013