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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.
Apple’s revamped compact workout Beats earbuds stick to a winning formula, while slimming down and improving comfort.，详情可参考同城约会
（一）非正常损失的购进货物，以及与之相关的加工修理修配服务和交通运输服务；。业内人士推荐safew官方版本下载作为进阶阅读
Израиль нанес удар по Ирану09:28
В Чумикан направлена мобильная дизельная электростанция, а ремонт ведется круглые сутки. Сроки окончания работ все время смещаются — сейчас, как заверяют в краевом министерстве ЖКХ, электричество намерены вернуть в дома к концу недели. Такой блэкаут, по словам местных жителей, происходит в селе уже второй раз с начала года. Сельчане готовят обращение в правительство Хабаровского края и призывают ввести режим чрезвычайной ситуации (ЧС).。业内人士推荐Line官方版本下载作为进阶阅读