Talks & Posters

2019

Nov 18, 2019 3:30 PM Denver, CO

SC 2019 - Across-Stack Profiling and Characterization of State-of-the-Art Machine Learning Models on GPUs

Nov 3, 2019 3:30 PM Orlando, FL

Tutorial at IISWC 2019 - Challenges and Solutions for End-to-End and Across Stack ML Benchmarking

Aug 19, 2019 3:30 PM Palo Alto, California

HotChips 2019 - MLModelScope: Evaluate and Profile ML Models at Scale and Across Stack

Jul 10, 2019 3:30 PM Milan, Italy

IEEE Services 2019 - MLModelScope: Evaluate and Introspect Cognitive Pipelines

Jun 22, 2019 3:30 PM Phoenix, AZ

Tutorial at ISCA 2019 - Benchmarking Deep Learning Systems

Apr 14, 2019 3:30 PM Providence, RI

Tutorial at ASPLOS 2019 - Benchmarking Deep Learning Systems

Mar 22, 2019 3:30 PM San Jose, CA

GTC 2019 - TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep Learning Inference

Mar 22, 2019 3:30 PM San Jose, CA

GTC 2019 - TOPS: Accelerating Reduction Using Tensor Core Units

Mar 22, 2019 3:30 PM San Jose, CA

GTC 2019 - MLModelScope: Evaluate and Measure Machine Learning Models

2018

Nov 11, 2018 3:30 PM Dallas, TX

SC 2018 - MLModelScope: Evaluate and Measure Machine Learning Models within AI Pipelines

Oct 14, 2018 3:30 PM Fukuoka, Japan

CWWMCA 2018 - Accelerating Reduction Using Tensor Core Units

2017

Oct 14, 2017 3:30 PM Boston, MA, USA

CWWMCA 2017 - CarML: Cognitive ARtifacts for Machine Learning

May 8, 2017 3:30 PM San Jose, CA

GTC 2017 - RAI: A Scalable Submission System for GPU Applications

PDF Project Slides