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.
Social isolation
63-летняя Деми Мур вышла в свет с неожиданной стрижкой17:54，详情可参考同城约会
Фото: Евгений Разумный / Коммерсантъ
，这一点在heLLoword翻译官方下载中也有详细论述
今年，台北西門町一家同志酒吧首度舉辦甄嬛主題變裝皇后秀，演出者米樂悉心還原甄嬛的宮廷造型，並特別製作手工轎子，重現劇中「熹妃回宮」經典場面。
Handguns, assault rifles and improvised explosive devices were recovered from the speedboat, along with other tactical gear, according to the statement.，推荐阅读爱思助手下载最新版本获取更多信息