Performance Tool

A gentle introduction to the Proton profiler and its updates.

Presented our work on multi-level instrumentation-based profiling for Triton kernels.

Our tool provides a profile view and a trace view for GPU-accelerated applications. The profile view identifies where GPU APIs are invoked in CPU calling context, approximates calling context for GPU execution, and analyzes instruction mix for GPU kernels. The tool traces CPU and GPU activities for a large number of processes and threads with minimal overhead.

Presented triton programming language and a deep learning profiler

Presented a talk about our value profiling tool at ASPLOS'22

Presented a poster and a talk about my PhD research

Using HPCToolkit to Measure and Analyze the Performance of GPU-accelerated Applications Tutorial

Presented our work on GPU performance advisor at CGO21

Presented a talk about our value profiling tool for GPUs

Presented a poster and a short talk about HPCToolkit’s GPU support