I tried very hard to keep my battery healthy by only charging my phone to 80%, which resulted in me running out of battery quite often throughout the day, interrupted charging cycles etc., which apparently all were worse than just charging to full (via "optimized charging" which finishes the charge in the later hours) overnight.
I lost about 10% of reported battery health that way in less than a year, switched to just charging overnight or whenever getting close to empty, and have lost all of 3% over the second year of using this phone.
On top of that, swapping an iPhone battery is annoying, but having to worry about all of those battery health concerns is much more tedious.
Realistically groq is a great solution but has near impossible requirements for deployment. Just look at how many adapters you need to meet the memory requirements of a small llm. SRAM is fast but small.
I would guess their interconnect technology is what NVIDIA wants. You need something like 75 adapters for an 8b parameter model they had some really interesting tech to make the accelerator to accelerator communication work and scale. They were able to do that well before nvl 72 and they scale to hundreds of adapters since large models require more adapters still.
I would think this is for rental fleets or bike share. The weight and design would seem to make sense for that. Though the single speed seems like and odd choice for that.
The one vendor mentioned in the comments, AMI, is switching this code base to openbmc. Also it should be noted that often this software is system specific.
I think that the private carriers are more likely to be helped by this, since they will manage the paperwork.
It’s more likely a set of products that were shipping directly from factories disappears from the market. For example, the direct from factory Halloween costume.
It could end up being a step backwards in living standards and access to daily luxuries.
Old man in a different country: we used to make Hallows'een costumes out of old shirts worn backwards and sacks and stuff. Yes, I'm going back half a century plus but it was fun and involved time with parents.
Gradual damage is consistent with over heating. I've seen racks of servers do the same thing.
Overall, there is a continued challenge with CPU temperatures that requires much tighter tolerances both in the thermal solution. The torque specs need to be followed and verified that they were met correctly in manufacturing.
It makes sense in any environment you have two workloads sharing compute from two parties, public clouds.
The protection here is to ensure the vms are isolated. Without doing this there is the potential you can leak data via speculative execution across guests.
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