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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.
Ранее сообщалось, что Джабраилова с огнестрельным ранением головы и отеком мозга доставили в больницу из апартаментов, расположенных в жилом комплексе Vesper Tverskaya. Рядом с ним был найден пистолет. Последнее сообщение в его Telegram-канале было посвящено операции Израиля и США в Иране.。体育直播对此有专业解读
Фото: Иван Водопьянов / Коммерсантъ。关于这个话题，51吃瓜提供了深入分析
ВсеРоссияМирСобытияПроисшествияМнения，这一点在同城约会中也有详细论述
智能涌现：你认为这个行业的终局是怎样的？小雨智造希望在其中扮演什么角色？