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by horsawlarway
2 days ago
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This isn't an crazy statement (cpu performance metrics have mostly stalled their meteoric rise from prior to the 2000s) But it also doesn't capture the entire picture. CPU metrics mostly stalled for two reasons. 1. There wasn't much demand for the extra capacity. Even low end cpus from a decade ago are plenty capable for just browsing the web and typing up documents. It takes a novel use-case to drive demand again (or a desire to do things like play new games). 2. The interest in CPU development shifted in response to mobile. Given point #1 and the state of battery development.... the blocker wasn't "performance". It was "performance per watt". And on that metric you couldn't be more wrong. Since ~2005, MIPS per watt has improved 15x to 30x. Also - fun news is that the traditional CPU pipeline really isn't the bottleneck for AI workloads. So we're going to see incredible interest in things like memory bandwidth and other inference related hardware bottlenecks, which haven't already been optimized. |
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It stalled before the rise of PC-as-Internet-portal.
I bought a high end PC in 2003, and 5 years later the PCs were not much faster - probably not even 2x. Around 2008-2010 was when most people started using PCs as a way to connect to the Internet.
It stalled because scaling got a lot more challenging. Not because of lack of demand.