MiniMax于1月16日在港交所主板挂牌上市，上市时的发行价为165港元/股。其最新价格相较于165港元的发行价涨幅已经达到了6.4倍，成为2026年港股市场最耀眼的明星股之一。（界面新闻）
“Small” CPUs such as those found in embedded SoCs have lacked this feature since their inception. I trace this convention back to the introduction of the ARM7TDMI core in the 1990s. Back then, transistors were scarce, memory even more so, and so virtual memory was not a great product/market fit for devices with just a couple kilobytes of RAM, not even enough to hold a page table. The ARM7TDMI core’s efficiency and low cost made it a runaway success, shipping over a billion units and establishing ARM as the dominant player in the embedded SoC space.
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Categories: freebsd, server, sysadmin, ownyourdata
The biggest lesson: the same optimization has completely different value on different hardware. I spent Parts 3-4 building up flash attention as this essential technique — and it is, on GPU. On TPU — at least for this single-head, d=64 setup on a Colab v5e — the hardware architecture makes it unnecessary for typical sequence lengths, and the compiler handles it when it does become necessary. Understanding why I lost taught me more about both architectures than winning on GPU did.