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I watch a GPU repair guy and its interesting to see the different failure modes... * memory IC failure * power delivery component failure * dead core * crac
by hxorr 1y ago
I watch a GPU repair guy and its interesting to see the different failure modes...
* memory IC failure
* power delivery component failure
* dead core
* cracked BGA solder joints on core
* damaged PCB due to sag
These issues are compounded by
* huge power consumption and heat output of core and memory, compared to system CPU/memory
* physical size of core leads to more potential for solder joint fracture due to thermal expansion/contraction
* everything needs to fit in PCIe card form factor
* memory and core not socketed, if one fails (or supporting circuitry on the PCB fails) then either expensive repair or the card becomes scrap
* some vendors have cards with design flaws which lead to early failure
* sometimes poor application of thermal paste/pads at factory (eg, only half of core making contact
* and, in my experience in aquiring 4-5 year old GPUs to build gaming PCs with (to sell), almost without fail the thermal paste has dried up and the card is thermal throttling
- oskarkk 1y agoThese failures of consumer GPUs may be not applicable to datacenter GPUs, as the datacenter ones are used differently, in a controlled environment, have completely different PCBs, different cooling, different power delivery, and are designed for reliability under constant max load.
- fennecbutt 1y agoYeah you're right. Definitely not applicable at all. Especially since nvidia often supplies them tied into the dgx units with cooling etc. Ie a controlled environment. Consuker gpu you have no idea if they've shoved it into a hotbox of a case or not
- chermi 1y agoSo, if anything,maybe were underestimating the lifetime of these datacenter GPUs?