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Many people reading this will call bullshit on the performance improvement metrics, and honestly, fair. I too thought the agents would stumble in hilarious ways trying, but they did not. To demonstrate that I am not bullshitting, I also decided to release a more simple Rust-with-Python-bindings project today: nndex, an in-memory vector “store” that is designed to retrieve the exact nearest neighbors as fast as possible (and has fast approximate NN too), and is now available open-sourced on GitHub. This leverages the dot product which is one of the simplest matrix ops and is therefore heavily optimized by existing libraries such as Python’s numpy…and yet after a few optimization passes, it tied numpy even though numpy leverages BLAS libraries for maximum mathematical performance. Naturally, I instructed Opus to also add support for BLAS with more optimization passes and it now is 1-5x numpy’s speed in the single-query case and much faster with batch prediction. 3 It’s so fast that even though I also added GPU support for testing, it’s mostly ineffective below 100k rows due to the GPU dispatch overhead being greater than the actual retrieval speed.
但效果也很快显现：通胀从1990年的7650%降至1992年的约50%，到1990年代末已回落至个位数；经济重新恢复增长，秘鲁重返国际金融体系，外资开始进入；同时制度改革启动，贫民区土地登记、企业注册简化、经济逐步正规化。。业内人士推荐heLLoword翻译官方下载作为进阶阅读
Running posttrans scripts... done，推荐阅读safew官方版本下载获取更多信息
研究分析了车龄从崭新到长达12年、涵盖乘用车和轻型商用车、最高行驶里程近25.75万公里的样本，并测量了其电池健康状态（SoH）。SoH是一个百分比指标，用于比较电池当前状态与其全新时的状态。
诉求的表达很繁复，也很多样。这就需要大人时刻准备着，说对了要表扬，说错了要纠正。，这一点在同城约会中也有详细论述