LAYUP: Asynchronous decentralized gradient descent with LAYer-wise UPdates

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LAYUP: Asynchronous decentralized gradient descent with LAYer-wise UPdates is an agent skill entry in ChatHome Skills, sourced from GitHub Skill Search and scored 45/100. # LAYUP: Asynchronous decentralized gradient descent with LAYer-wise UPdates **arXiv ID:** 2410.05985 **Authors:** Cabrel Teguemne Fokam, Marcel Nieveler, Lukas. As an agent skill, it packages a reusable instruction set that AI coding agents such as Codex and Claude Code can load to perform this task without hand-written glue code. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding LAYUP: Asynchronous decentralized gradient descent with LAYer-wise UPdates to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.