Blog
Technical notes with the implementation left in.
Long-form posts on inference systems, runtime boundaries, and project decisions that are easier to reason about once they have a shape on the page.
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Jetson YOLO
一个从零开始的 Jetson Orin Nano YOLOv8 系列，覆盖 JetPack、环境配置、检测和分割推理。
- 1. @Jetson YOLO: Introduction
- 2. @Jetson YOLO: Basic Commands
- 3. @Jetson YOLO: Ubuntu Desktop and JetPack
- 4. @Jetson YOLO: Downloads Applications
- 5. @Jetson YOLO: Setup the Environment Using Anaconda
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Lumilio Photos
Lumilio-Photos 用本地 WAL 队列承接上传后的重任务，优先保证任务先落盘、再消费、可恢复。
- 1. @Lumilio-Photos: WAL (Wait-Ahead Logging)
- 2. @Lumilio-Photos: React Context Provider
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Lumen
Lumen 在 task-wise 后端中用 metadata 引入 Triton-like tensor fast path 的一次架构设计记录。
- 1. @Lumen: Pragmatic Inference Like Triton
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LumNN
面向家庭部署和本地优先场景的机器学习推理框架设想，从 Home Native 的问题定义开始。
- 1. @LumNN: Home Native ML Inference Framework
- 2. MLPacket
- 3. MLNode
- 4. MLPipeline