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.
携程官方数据显示，过去一年在平台辐射范围内市场新增超过5万个就业岗位，其中超半数位于二线及以下城市——这一细微数据的变化，正是这种“变中守常”的最佳注脚。
。同城约会是该领域的重要参考
2024年12月24日 星期二 新京报
Best for top weekend games
。业内人士推荐谷歌浏览器【最新下载地址】作为进阶阅读
FT App on Android & iOS，详情可参考下载安装 谷歌浏览器 开启极速安全的 上网之旅。
Former US F-35 fighter pilot arrested for training Chinese air force