yep - i agree re that time delay is costlytraditional model...

  1. 5,206 Posts.
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    yep - i agree

    re that time delay is costly
    traditional model
    general purpose programming model + instruction set run across hpc is choking undder the load of increasing data loads as well as LLM data

    data transfer speeds - cpu on the left / system ram on the right above L2 and L1 cache

    https://hotcopper.com.au/data/attachments/6816/6816088-a6a17483fd747fa98293c113699b11ae.jpg

    system bottle neck is that 100ns exchange between cpu and system ram - cpu 'waits' for that to execute before it actions next operation ( as does the gpu)
    - software and hardware optimisations can only go so far - and cant keep up with the data generated

    new model
    reram buffering compute 'in memory' ( at the edge)
    https://www.weebit-nano.com/wp-content/uploads/2024/06/IMW2024-Weebit-technology-IP-company-embedded-RRAM-ReRAM-NVM-for-semiconductors-replacing-Flash-memory-Neuromorphic-Computing.pdf
    https://hotcopper.com.au/data/attachments/6816/6816323-8245a7db1ad0af0ea27e1276fbb50b08.jpg
    things are moving quick in new memory compute

 
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