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framework-internalsdevelopment

cuda

Write or optimize CUDA kernels for the Surogate framework. Use when the user wants to create CUDA kernels, optimize existing kernels for specific GPU architectures (sm89/sm90/sm100/sm103/sm120/sm121), implement custom attention/normalization/activation layers, or debug kernel performance issues.

invergent-ai
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invergent-ai
更新於 3/10/2026
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quick start

Installation and usage

Write or optimize CUDA kernels for the Surogate framework. Use when the user wants to create CUDA kernels, optimize existing kernels for specific GPU architectures (sm89/sm90/sm100/sm103/sm120/sm121), implement custom attention/normalization/activation layers, or debug kernel performance issues.

安裝
$ install --globalskills.sh
使用

安裝後,您可以透過在終端機執行以下指令來使用此技能:

skills use cuda