XSP: Across-Stack Profiling and Analysis of Machine Learning Models on
GPUs

XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs

19 August 2019

Jinjun Xiong

Papers citing "XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs"

8 / 8 papers shown

Title
Benchmarking TPU, GPU, and CPU Platforms for Deep Learning Y. Wang Gu-Yeon Wei David Brooks ELM VLM 57 274 0 24 Jul 2019
Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures Andre Viebke Sabri Pllana Suejb Memeti J. Kolodziej 13 5 0 04 Jun 2019
A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning Tal Ben-Nun Maciej Besta Simon Huber A. Ziogas D. Peter Torsten Hoefler ELM ALM 46 79 0 29 Jan 2019
Characterizing Co-located Datacenter Workloads: An Alibaba Case Study Yue Cheng Zheng Chai Ali Anwar 26 74 0 08 Aug 2018
LSTM Benchmarks for Deep Learning Frameworks Stefan Braun 48 28 0 05 Jun 2018
Fathom: Reference Workloads for Modern Deep Learning Methods Robert Adolf Saketh Rama Brandon Reagen Gu-Yeon Wei David Brooks 46 183 0 23 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 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 274 14,711 0 20 Jun 2014

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.