RDK X5 Toolchain Quantization
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Description
地瓜 RDK X5 OpenExplorer 工具链（OE v1.2.8）PTQ 量化的**工具链层 Skill**（不含 YOLO 训练 / ROS2 部署，端到端用 RDK YOLO Toolkit）。当需要把任意 ONNX 转成 RDK X5 的 .bin / .hbm 时调用，覆盖：环境（Docker 镜像 / OE SDK / 离线包）、`hb_mapper checker` 算子预检、校准数据（nv12 / featuremap / .rgbchw / .yuv）、yaml 配置（`calibration_type` / `node_info` / `optimization`）、`hb_mapper makertbin` 编译、精度（cosine / `hb_verifier` / `hb_mapper infer`）与性能（`hb_perf` / `hrt_model_exec`）评估、精度调优（敏感算子 / int16 / featuremap 兜底）。模型无关，适用于 YOLO/ResNet/ViT/Transformer 等任意 ONNX。当用户提到 hb_mapper、hb_perf、hrt_model_exec、PTQ、量化 ONNX、转 .bin、转 .hbm、校准数据、calibration_type、featuremap、RDK X5 工具链、OE 1.2.8、精度掉点、cosine 不达标、BPU 利用率 等关键词，或在 RDK X5 部署场景下处理 ONNX → 板端可执行产物时使用。
Install RDK X5 Toolchain Quantization
Run this in your OpenClaw agent to add RDK X5 Toolchain Quantization from the ClawHub registry.
openclaw skills install rdk-x5-toolchain-quantizationRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
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Frequently asked questions
Is RDK X5 Toolchain Quantization safe to install?
RDK X5 Toolchain Quantization has a SkillsReview security score of 85/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does RDK X5 Toolchain Quantization cost?
RDK X5 Toolchain Quantization is free to install for OpenClaw via ClawHub.
What are the best alternatives to RDK X5 Toolchain Quantization?
You can compare RDK X5 Toolchain Quantization side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install RDK X5 Toolchain Quantization?
Install RDK X5 Toolchain Quantization from ClawHub at clawhub.ai/skills/rdk-x5-toolchain-quantization, or use the install action on this page to copy the command for your OpenClaw agent.
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