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Triton Kernel Profiling with Proton and ROCm on AMD GPUs

Triton Kernel Profiling with Proton and ROCm on AMD GPUs

by Joseph Groenenboom, Craig Magina | Jun 17, 2026 | AI

This is the second article in our series on Triton kernel profiling. In our first post, Triton kernel profiling with NVIDIA Nsight tools, we introduced how to profile and optimize custom Triton GPU kernels on NVIDIA hardware. In this post, we focus specifically on...
Triton Kernel Profiling with NVIDIA Nsight Tools

Triton Kernel Profiling with NVIDIA Nsight Tools

by Joseph Groenenboom, Craig Magina | Nov 19, 2025 | AI

Are your custom Triton GPU kernels running as efficiently as they could be? Unlocking peak performance requires the right tools. This blog post is all about diving into profiling a Triton GPU kernel, with a specific focus on compute performance, using the powerful...

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