miuav RKNN 推理运行时技能
在瑞芯微NPU上运行RKNN模型推理
何时使用
- 部署转换好的RKNN模型
- 多模型管理
- 实时推理优化
基础用法
from rknn.runtime importRKNN
rknn = RKNN()
rknn.load_rknn('./model.rknn')
rknn.init_runtime()
# 推理
outputs = rknn.inference(inputs=[input_data])
性能优化
- 使用零拷贝DMA buffer
- 批量推理
- 模型预热
Rknn Inference Runtime by miuav · 7352049
npx skillmds@latest add miuav/rknn-inference-runtime File contents
---name: rknn-inference-runtimedescription: 瑞芯微RKNN推理运行时 - 模型加载 推理执行 结果获取---# RKNN 推理运行时技能> 在瑞芯微NPU上运行RKNN模型推理## 何时使用- 部署转换好的RKNN模型- 多模型管理- 实时推理优化## 基础用法```pythonfrom rknn.runtime importRKNNrknn = RKNN()rknn.load_rknn('./model.rknn')rknn.init_runtime()# 推理outputs = rknn.inference(inputs=[input_data])```## 性能优化- 使用零拷贝DMA buffer- 批量推理- 模型预热
miuav/vibe-coding-ros2/tree/main/agents/skills/edge-platforms/rockchip-rknn/rknn-inference-runtime commit 73520499d2
Frequently asked questions
Run npx skillmds@latest add miuav/rknn-inference-runtime in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
瑞芯微RKNN推理运行时 - 模型加载 推理执行 结果获取 It is listed under AI & ML on SkillMD.
This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
miuav (@miuav) published this skill. Their other Agent Skills are listed on their SkillMD profile.