cuDNN: Efficient Primitives for Deep Learning

3 October 2014

Sharan Chetlur

Cliff Woolley

Philippe Vandermersch

Papers citing "cuDNN: Efficient Primitives for Deep Learning"

36 / 236 papers shown

Title
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving Bichen Wu Alvin Wan F. Iandola Peter H. Jin Kurt Keutzer 44 512 0 04 Dec 2016
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression Lukas Cavigelli P. Hager Luca Benini 14 195 0 22 Nov 2016
Factorized Bilinear Models for Image Recognition Yanghao Li Naiyan Wang Jiaying Liu Xiaodi Hou 19 96 0 17 Nov 2016
How to scale distributed deep learning? Peter H. Jin Qiaochu Yuan F. Iandola Kurt Keutzer 3DH 27 136 0 14 Nov 2016
Caffeinated FPGAs: FPGA Framework For Convolutional Neural Networks R. Dicecco Griffin Lacey Jasmina Vasiljevic P. Chow Graham W. Taylor S. Areibi 21 92 0 30 Sep 2016
ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization Vadim Kantorov Maxime Oquab Minsu Cho Ivan Laptev WSOL 25 305 0 14 Sep 2016
Benchmarking State-of-the-Art Deep Learning Software Tools S. Shi Qiang-qiang Wang Pengfei Xu Xiaowen Chu BDL 16 327 0 25 Aug 2016
Design of Efficient Convolutional Layers using Single Intra-channel Convolution, Topological Subdivisioning and Spatial "Bottleneck" Structure Min Wang Baoyuan Liu H. Foroosh 27 51 0 15 Aug 2016
Learning Structured Sparsity in Deep Neural Networks W. Wen Chunpeng Wu Yandan Wang Yiran Chen Hai Helen Li 47 2,323 0 12 Aug 2016
Accelerating Eulerian Fluid Simulation With Convolutional Networks Jonathan Tompson Kristofer Schlachter Pablo Sprechmann Ken Perlin 58 528 0 13 Jul 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
Structured Convolution Matrices for Energy-efficient Deep learning R. Appuswamy T. Nayak John V. Arthur S. K. Esser P. Merolla J. McKinstry T. Melano M. Flickner D. Modha 38 11 0 08 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 235 2,059 0 07 Jun 2016
Boda-RTC: Productive Generation of Portable, Efficient Code for Convolutional Neural Networks on Mobile Computing Platforms Matthew W. Moskewicz F. Iandola Kurt Keutzer 9 8 0 01 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Z. Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 101 18,262 0 27 May 2016
An Analysis of Deep Neural Network Models for Practical Applications A. Canziani Adam Paszke Eugenio Culurciello 19 1,164 0 24 May 2016
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks Philipp Gysel 29 127 0 20 May 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 37 2,335 0 09 May 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 54 10,168 0 27 Mar 2016
TTC: A high-performance Compiler for Tensor Transpositions P. Springer J. Hammond Paolo Bientinesi 17 17 0 07 Mar 2016
Convolutional Neural Networks using Logarithmic Data Representation Daisuke Miyashita Edward H. Lee B. Murmann MQ 24 425 0 03 Mar 2016
Automatic learning of gait signatures for people identification F. M. Castro M. Marín-Jiménez Nicolás Guil Mata N. P. D. L. Blanca CVBM 19 96 0 03 Mar 2016
DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters Hanjoo Kim Jaehong Park Jaehee Jang Sungroh Yoon BDL 32 37 0 26 Feb 2016
Deep Learning on FPGAs: Past, Present, and Future Griffin Lacey Graham W. Taylor S. Areibi GNN 18 180 0 13 Feb 2016
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 45 2,955 0 08 Dec 2015
FireCaffe: near-linear acceleration of deep neural network training on compute clusters F. Iandola Khalid Ashraf Matthew W. Moskewicz Kurt Keutzer 21 302 0 31 Oct 2015
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches Jure Zbontar Yann LeCun 3DV 11 1,384 0 20 Oct 2015
Semantic Image Segmentation via Deep Parsing Network Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang 6 659 0 09 Sep 2015
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation Marijn F. Stollenga Wonmin Byeon Marcus Liwicki Jürgen Schmidhuber 23 294 0 24 Jun 2015
Fast ConvNets Using Group-wise Brain Damage V. Lebedev Victor Lempitsky AAML 44 447 0 08 Jun 2015
Caffe con Troll: Shallow Ideas to Speed Up Deep Learning Stefan Hadjis Firas Abuzaid Ce Zhang Christopher Ré BDL 18 71 0 16 Apr 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 19 1,434 0 14 Apr 2015
Automatic differentiation in machine learning: a survey A. G. Baydin Barak A. Pearlmutter Alexey Radul J. Siskind PINN AI4CE ODL 75 2,750 0 20 Feb 2015
Fast Convolutional Nets With fbfft: A GPU Performance Evaluation Nicolas Vasilache Jeff Johnson Michaël Mathieu Soumith Chintala Serkan Piantino Yann LeCun 21 346 0 24 Dec 2014
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 71 2,109 0 17 Dec 2014