Fast Convolutional Nets With fbfft: A GPU Performance Evaluation

24 December 2014

Papers citing "Fast Convolutional Nets With fbfft: A GPU Performance Evaluation"

50 / 53 papers shown

Title
Underwater object detection in sonar imagery with detection transformer and Zero-shot neural architecture search XiaoTong Gu Shengyu Tang Yiming Cao Changdong Yu ViT 36 0 0 10 May 2025
AdaOPC: A Self-Adaptive Mask Optimization Framework For Real Design Patterns Wenqian Zhao Xufeng Yao Ziyang Yu Guojin Chen Yuzhe Ma Bei Yu Martin D. F. Wong 30 17 0 15 Mar 2023
Pruning Very Deep Neural Network Channels for Efficient Inference Yihui He 35 1 0 14 Nov 2022
Testing predictions of representation cost theory with CNNs Charles Godfrey Elise Bishoff Myles Mckay Davis Brown Grayson Jorgenson Henry Kvinge E. Byler 34 0 0 03 Oct 2022
Fast-FNet: Accelerating Transformer Encoder Models via Efficient Fourier Layers Nurullah Sevim Ege Ozan Özyedek Furkan Şahinuç Aykut Koç 40 11 0 26 Sep 2022
Learning Convolutional Neural Networks in the Frequency Domain H. Pan Yixin Chen Xin-Yi Niu Wenbo Zhou Dongsheng Li OOD 25 9 0 14 Apr 2022
NUMA-aware FFT-based Convolution on ARMv8 Many-core CPUs Xiandong Huang Qinglin Wang Shuyu Lu Ruochen Hao Songzhu Mei Jie Liu 21 7 0 25 Sep 2021
Efficient and Generic 1D Dilated Convolution Layer for Deep Learning Narendra Chaudhary Sanchit Misra Dhiraj D. Kalamkar A. Heinecke E. Georganas Barukh Ziv Menachem Adelman Bharat Kaul 32 9 0 16 Apr 2021
Scaling Local Self-Attention for Parameter Efficient Visual Backbones Ashish Vaswani Prajit Ramachandran A. Srinivas Niki Parmar Blake A. Hechtman Jonathon Shlens 30 395 0 23 Mar 2021
Deep Networks from the Principle of Rate Reduction Kwan Ho Ryan Chan Yaodong Yu Chong You Haozhi Qi John N. Wright Yi Ma 22 21 0 27 Oct 2020
Exploring Sparsity in Image Super-Resolution for Efficient Inference Longguang Wang Xiaoyu Dong Yingqian Wang Xinyi Ying Zaiping Lin W. An Yulan Guo SupR 34 4 0 17 Jun 2020
ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network David Gschwend 35 64 0 14 May 2020
Machine Learning enabled Spectrum Sharing in Dense LTE-U/Wi-Fi Coexistence Scenarios Adam Dziedzic V. Sathya M. I. Rochman M. Ghosh S. Krishnan 24 19 0 18 Mar 2020
Exploiting Verified Neural Networks via Floating Point Numerical Error Kai Jia Martin Rinard AAML 37 34 0 06 Mar 2020
Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks Yihui He Jianing Qian Jianren Wang Cindy X. Le Congrui Hetang Qi Lyu Wenping Wang Tianwei Yue 50 11 0 21 Oct 2019
Global Sparse Momentum SGD for Pruning Very Deep Neural Networks Xiaohan Ding Guiguang Ding Xiangxin Zhou Yuchen Guo Jungong Han Ji Liu 18 162 0 27 Sep 2019
A Winograd-based Integrated Photonics Accelerator for Convolutional Neural Networks A. Mehrabian M. Miscuglio Yousra Alkabani V. Sorger T. El-Ghazawi 27 46 0 25 Jun 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 34 2,290 0 13 May 2019
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices Nilay Shrivastava Astitwa Saxena Yaman Kumar Singla Preeti Kaur Debanjan Mahata R. Shah 27 3 0 10 May 2019
A detailed comparative study of open source deep learning frameworks Ghadeer Al-Bdour Raffi Al-Qurran M. Al-Ayyoub A. Shatnawi ELM 21 13 0 25 Feb 2019
Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning Shaohui Lin Rongrong Ji Yuchao Li Cheng Deng Xuelong Li 35 70 0 23 Jan 2019
Efficient Winograd Convolution via Integer Arithmetic Lingchuan Meng J. Brothers 16 29 0 07 Jan 2019
High Performance Zero-Memory Overhead Direct Convolutions Jiyuan Zhang F. Franchetti Tze Meng Low 17 68 0 20 Sep 2018
2PFPCE: Two-Phase Filter Pruning Based on Conditional Entropy Chuhan Min Aosen Wang Yiran Chen Wenyao Xu Xin Chen 30 41 0 06 Sep 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure Hamed Hakkak OffRL AI4CE 15 1 0 08 Jul 2018
Hyperdrive: A Multi-Chip Systolically Scalable Binary-Weight CNN Inference Engine Renzo Andri Lukas Cavigelli D. Rossi Luca Benini MQ 24 19 0 05 Mar 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 33 704 0 26 Feb 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 40 432 0 13 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li Li Song Han 35 1,343 0 10 Feb 2018
High performance ultra-low-precision convolutions on mobile devices Andrew Tulloch Yangqing Jia HAI MQ 18 27 0 06 Dec 2017
Distributed Training Large-Scale Deep Architectures Shang-Xuan Zou Chun-Yen Chen Jui-Lin Wu Chun-Nan Chou Chia-Chin Tsao Kuan-Chieh Tung Ting-Wei Lin Cheng-Lung Sung Edward Y. Chang 26 22 0 10 Aug 2017
Channel Pruning for Accelerating Very Deep Neural Networks Yihui He Xiangyu Zhang Jian Sun 119 2,508 0 19 Jul 2017
MEC: Memory-efficient Convolution for Deep Neural Network Minsik Cho D. Brand 21 86 0 21 Jun 2017
Network Sketching: Exploiting Binary Structure in Deep CNNs Yiwen Guo Anbang Yao Hao Zhao Yurong Chen MQ 37 95 0 07 Jun 2017
Optimizing Memory Efficiency for Convolution Kernels on Kepler GPUs Xiaoming Chen Jianxu Chen Danny Chen X. S. Hu 27 10 0 29 May 2017
Deep Learning in the Automotive Industry: Applications and Tools André Luckow M. Cook Nathan Ashcraft Edwin Weill Emil Djerekarov Bennie Vorster 28 116 0 30 Apr 2017
HPTT: A High-Performance Tensor Transposition C++ Library P. Springer Tong Su Paolo Bientinesi 16 49 0 14 Apr 2017
CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data Lukas Cavigelli Philippe Degen Luca Benini BDL 25 51 0 14 Apr 2017
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Faster CNNs with Direct Sparse Convolutions and Guided Pruning Jongsoo Park Sheng Li W. Wen P. T. P. Tang Hai Helen Li Yiran Chen Pradeep Dubey 39 182 0 04 Aug 2016
Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUs Stefan Hadjis Ce Zhang Ioannis Mitliagkas Dan Iter Christopher Ré 20 65 0 14 Jun 2016
Optimizing Performance of Recurrent Neural Networks on GPUs J. Appleyard Tomás Kociský Phil Blunsom 25 91 0 07 Apr 2016
TTC: A high-performance Compiler for Tensor Transpositions P. Springer J. Hammond Paolo Bientinesi 25 17 0 07 Mar 2016
Very Efficient Training of Convolutional Neural Networks using Fast Fourier Transform and Overlap-and-Add Tyler Highlander Andres Rodriguez 26 59 0 25 Jan 2016
On the energy landscape of deep networks Pratik Chaudhari Stefano Soatto ODL 43 27 0 20 Nov 2015
Comparative Study of Deep Learning Software Frameworks S. Bahrampour Naveen Ramakrishnan Lukas Schott Mohak Shah 29 161 0 19 Nov 2015
FireCaffe: near-linear acceleration of deep neural network training on compute clusters F. Iandola Khalid Ashraf Matthew W. Moskewicz Kurt Keutzer 30 302 0 31 Oct 2015
Compact Convolutional Neural Network Cascade for Face Detection Ilya Kalinowski V. Spitsyn CVBM 24 35 0 06 Aug 2015
Deep Convolutional Networks on Graph-Structured Data Mikael Henaff Joan Bruna Yann LeCun GNN 21 1,581 0 16 Jun 2015
Compressing Convolutional Neural Networks Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen 26 139 0 14 Jun 2015