EMC2@HPCA/CVPR/ISCA

Publications

2019

Sree Harsha Nelaturu, Ziheng Wang, Saman P. Amarasinghe
Accelerated CNN Training through Gradient Approximation. EMC2@HPCA/CVPR/ISCA (2019)
Farzad Farshchi, Qijing Huang, Heechul Yun
Integrating NVIDIA Deep Learning Accelerator (NVDLA) with RISC-V SoC on FireSim. EMC2@HPCA/CVPR/ISCA (2019)
Partha Maji, Andrew Mundy, Ganesh Dasika, Jesse G. Beu, Matthew Mattina, Robert D. Mullins
Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs. EMC2@HPCA/CVPR/ISCA (2019)
Urmish Thakker, Jesse G. Beu, Dibakar Gope, Ganesh Dasika, Matthew Mattina
Run-Time Efficient RNN Compression for Inference on Edge Devices. EMC2@HPCA/CVPR/ISCA (2019)
2nd Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications, EMC2@HPCA 2019, Washington, DC, USA, February 17, 2019 EMC2@HPCA/CVPR/ISCA (2019)
Xinfeng Xie, Xing Hu, Peng Gu, Shuangchen Li, Yu Ji, Yuan Xie
NNBench-X: A Benchmarking Methodology for Neural Network Accelerator Designs. EMC2@HPCA/CVPR/ISCA (2019)
Cheng-En Wu, Yi-Ming Chan, Chu-Song Chen
On Merging MobileNets for Efficient Multitask Inference. EMC2@HPCA/CVPR/ISCA (2019)
Dawit Aboye, Dylan Kupsh, Maggie Lim, Jacqueline Mai, Deeksha Dangwal, Diba Mirza, Timothy Sherwood
PyRTLMatrix: An Object-Oriented Hardware Design Pattern for Prototyping ML Accelerators. EMC2@HPCA/CVPR/ISCA (2019)
Sek M. Chai, Kilho Son, Jesse Hostetler
Bootstrapping Deep Neural Networks from Approximate Image Processing Pipelines. EMC2@HPCA/CVPR/ISCA (2019)