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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
更新于 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.

安装
$ install --globalskills.sh
使用

安装后,您可以通过在终端运行以下命令来使用此技能:

skills use cuda