After OpenAI released GPT-5.3-Codex (high) which performed substantially better and faster at these types of tasks than GPT-5.2-Codex, I asked Codex to write a UMAP implementation from scratch in Rust, which at a glance seemed to work and gave reasonable results. I also instructed it to create benchmarks that test a wide variety of representative input matrix sizes. Rust has a popular benchmarking crate in criterion, which outputs the benchmark results in an easy-to-read format, which, most importantly, agents can easily parse.
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中院门楼也是哥特式尖顶方柱，门楣阴刻石匾“福寿康”，两边影壁是精美的青砖阳雕五福绕寿图案。西院主房正门圆拱上方镶嵌“慎修身”门匾，两侧分别有“树德”“务本”阳刻砖雕门匾。窗楣是圆拱砖砌，并分别雕以篆字诗句：“遣兴千杯酒”“消闲万卷书”“雅室枝叶茂”“春风桃李新”。