“then” is used to depict time, sequence or a causal relationship. “than” is used with comparative adjectives, to depict comparison.

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Cake day: November 12th, 2024

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  • When you’re talking about the PCIe peripheral, you’re talking about a separate dedicated graphics card or something else?

    Yes, similar to what a PCIe Graphics Card does.
    A PCIe slot is the slot in a desktop motherboard that lets you fit various things like networking (ethernet, Wi-Fi and even RTC specialised stuff) cards, sound cards, graphics cards, SATA/SAS adapters, USB adapters and all other kinds of stuff.

    I guess the main point of NPUs are that they are tiny and built in

    GPUs are also available built-in. Some of them are even tiny.
    Go 11-12 years back in time and you’ll see video processing units embedded into the Motherboard, instead of in the CPU package.
    Eventually some people will want more powerful NPUs with better suited RAM for neural workloads (GPUs have their own type of RAM too), not care about the NPU in the CPU package and will feel like they are uselessly paying for it. Others will not require an NPU and will feel like they are uselessly paying for it.

    So, much better to have NPUs be made separately in different tiers, similar to what is done with GPUs rn.

    And even external (PCIe) Graphics Cards can be thin and light instead of being a fat package. It’s usually just the (i) extra I/O ports and (ii) the cooling fins+fans that make them fat.







  • I have been pretty positive about assignments as an assessment process since it enables seeing actual work instead of memorisation skills, but out of the few times I have had one of these…

    • 1 of them wanted me to agree to not sharing my work anywhere, so that they would be the only ones keeping my output. I realised they just wanted free work and declined.
    • 1 of them required me to run an “AI benchmarking” thingy, which ran connected to the network. Essentially, they wanted free CPU cycles to run whatever model they were running. I dropped it after reading 0.1% of the code in the repo.