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据《中国政协》杂志报道，2022年人资环委的关注点落在黑土地水土流失治理，尤其是侵蚀沟治理。此前一年，调研聚焦黑土地退化。再往后一年，重点转向黑土地保护法的贯彻落实。
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冲突同时推高油价，进而增加航空公司的燃油成本 —— 这是航司最大的单项支出。而领空关闭意味着许多航班不得不绕行更远路线，进一步推高运营成本。
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.