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
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
things are moving quick in new memory compute
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yep - i agree re that time delay is costlytraditional model...
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