Keren Zhou
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2022
Towards Agile Development of Efficient Deep Learning Operators
Presented triton programming language and its next step
Dec 2, 2022 12:00 AM
Online
Keren Zhou
,
Philippe Tillet
Project
Slides
Practical Performance Optimization for Deep Learning Applications
Presented triton programming language and a deep learning profiler
May 18, 2022 12:00 AM
Online
Keren Zhou
,
Philippe Tillet
Project
Slides
ValueExpert: Exploring Value Patterns in GPU-accelerated Applications
Presented a talk about our value profiling tool at ASPLOS’22
Mar 2, 2022 12:00 AM — 12:00 AM
Lausanne, Switzerland
Keren Zhou
Project
Slides
2021
Performance Measurement, Analysis, and Optimization of GPU-accelerated Applications
Presented a poster and a talk about my PhD research at SC’21
Nov 15, 2021 12:00 AM — 12:00 AM
St. Louis, Missouri
Keren Zhou
Project
Project
Project
Poster
Analyzing GPU-accelerated Applications Using HPCToolkit
Using HPCToolkit to Measure and Analyze the Performance of GPU-accelerated Applications Tutorial, Mar-Apr 2021
Apr 1, 2021 12:00 AM
Online
Keren Zhou
Slides
GPA: A GPU Performance Advisor Based on Instruction Sampling
Presented our CGO’21 work.
Mar 1, 2021 12:00 AM
Online
Keren Zhou
Project
Slides
2020
GVProf: A Value Profiler for GPU-Based Clusters
Presented our SC’20 work.
Nov 19, 2020 12:00 AM
Online
Keren Zhou
Project
Slides
Tools for Top-down Performance Analysis of GPU-Accelerated Applications
Presented our ICS’20 work.
Jul 1, 2020 7:27 PM — 7:27 PM
Online
Keren Zhou
Project
Slides
A Tool for Top-down Performance Analysis of GPU-accelerated Applications
Presented a poster and a short talk about HPCToolkit’s GPU support at PPoPP’20
Apr 24, 2020 7:23 AM — 7:23 AM
San Diego, California
Keren Zhou
Project
Poster
Slides
2019
Optimizing GPU-accelerated Applications with HPCToolkit
Presented the prototype of HPCToolkit’s GPU support at PETASCALE’19
Jul 29, 2019 12:00 AM
Lake Tahoe, California
Keren Zhou
Project
Slides
A Tool for Performance Analysis of GPU-accelerated Applications
Presented the prototype of HPCToolkit’s GPU support at CGO’19
Feb 20, 2019 12:00 AM
Washington, D.C.
Keren Zhou
Project
Poster
Slides
2017
A Performance Analysis Framework for Exploiting GPU Microarchitectural Capability
Presented our ICS’17 work.
Jun 23, 2017 12:00 AM
Northwestern University, Chicago
Keren Zhou
Slides
Deep Learning on Modern Architectures
Discussed how state-of-the-art deep learning libraries optimize computations by utilizing architectural features.
Apr 1, 2017 12:00 AM
Institute of Computing Technology, Chinese Academy of Sciences
Keren Zhou
Slides
2016
Convolution Methods
Introduced various kinds of convolution methods and analyzed their complexities, memory consumptions, and data access patterns.
Jun 1, 2016 12:00 AM
Institute of Computing Technology, Chinese Academy of Sciences
Keren Zhou
Slides
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