Add AMD Radeon GPU support #132
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Hi Simonguozirui and Willhu, I've added AMD Radeon GPU support to KernelBench to extend its hardware compatibility beyond NVIDIA GPUs. The changes are fully backward compatible and only introduce AMD-specific functionality. Thanks! |
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Background
KernelBench currently focuses primarily on NVIDIA GPU workflows. This PR extends support to AMD Radeon GPUs, enabling broader hardware compatibility and evaluation capabilities.
Changes
This PR introduces the following updates:
GPU Specifications & Prompts: Added AMD Radeon GPU specifications and updated prompt content in gpu_specs.py and prompts.toml
Prompt Construction & Evaluation: Enhanced prompt construction and evaluation logic in prompt_constructor_toml.py, eval.py, and utils.py to accommodate AMD-specific workflows
Dependencies: Updated requirements.txt and setup.py to include necessary AMD-related dependencies
Documentation: Updated README.md with AMD GPU usage instructions and examples
Scope
Affected files:
src/kernelbench/prompts/*
src/kernelbench/eval.py
src/kernelbench/utils.py
gpu_specs.py, prompts.toml
requirements.txt, setup.py
README.md
Compatibility: Fully backward compatible—existing NVIDIA workflows remain unchanged. This PR only adds AMD-specific support.