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Building GPU Kernels in Python with ROCm FlyDSL

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Abstract

This advanced hands-on workshop introduces ROCm FlyDSL, a Python-based domain-specific language (DSL) for developing GPU kernels with low-level control on AMD GPUs. Attendees will receive a concise introduction to FlyDSL and learn how to implement GPU kernels in pure Python using the library. The workshop will also showcase how FlyDSL is used in production to improve end-to-end serving performance of Large Language Models like Kimi K2.5.

July 23, 2026 3:00 PM - 3:45 PM PDT

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