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Re:A bottle of water per email: the hidden environmental cos... by guitarlimeo on Wednesday September 18, 2024 @08:12AM (#41578741)
Well not M-series chips specifically, but chips optimized for these kind of workloads (like the neural engine in M-series chips is).
Re:A bottle of water per email: the hidden environmental cos... by dartos on Wednesday September 18, 2024 @08:35AM (#41578946)
IIRC The M series chip isn’t specifically optimized for ML workloads, the biggest gain it has is having unified video and cpu memory as transferring layers between the two is a big bottleneck on non Apple systems.

Real ML hardware (like the Nvidia H1000s) that can handle the kind of inference traffic you see in production get hot and use quite a bit of energy, especially when they run at full blast 24/7