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.
外观设计的演进同样充满了这种妥协与坚持——S26 系列全面学习了 Z Fold7 的设计语言，取消了独立镜头设计，回归了带有中岛的模组样式。值得庆幸的是，三星依然拒绝盲目跟风市面上那种巨大且突兀的圆饼形镜头模组。这是目前市面上为数不多，你握持时食指不会经常摸到镜头的旗舰手机。相应的代价是，它的相机硬参数几乎原地踏步。
，更多细节参见safew官方版本下载
更多精彩内容，关注钛媒体微信号（ID：taimeiti），或者下载钛媒体App。同城约会是该领域的重要参考
Listen to the best of BBC Radio London on Sounds and follow BBC London on Facebook, X and Instagram. Send your story ideas to [email protected]