# KernelAgent: Hardware-Guided GPU Kernel Optimization via Multi-Agent Orchestration

**Published:** October 8, 2026
**Author:** PyTorch
**Source:** YouTube — PyTorch Official
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/kernelagent-hardware-guided-gpu-kernel-optimization-via-multi-agent-orch

Kaiming Cheng of Meta will present “KernelAgent: Hardware-Guided GPU Kernel Optimization via Multi-Agent Orchestration” at PyTorch Conference North America 2026. The session will cover how KernelAgent adds a hardware-guided optimization layer that integrates GPU…

> From the original source: **YouTube — PyTorch Official**
> [Read full article at YouTube — PyTorch Official](https://www.youtube.com/shorts/TxEzvE9dzRU)

**Tags:** #GPU & Суперкомпьютеры #YouTube

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