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Synthetic data absolutely does work well for code. While Moore's Law probably doesn't strictly apply to GPUs, it's not far off. See [1] where they find "We fin
by nl 2y ago
Synthetic data absolutely does work well for code.
While Moore's Law probably doesn't strictly apply to GPUs, it's not far off. See [1] where they find "We find that FLOP/s per dollar for ML GPUs double every 2.07 years (95% CI: 1.54 to 3.13 years) compared to 2.46 years for all GPUs." (Moore's law predicts doubling every 2 years)
https://epochai.org/blog/trends-in-gpu-price-performance#trends-of-gpus-used-in-ml https://epochai.org/blog/trends-in-gpu-price-performance#tre...
- dartos 2y agoIt’d be really nice to see research in this area from somewhere without a financial interest in hyping AI. That incentive doesn’t invalidate research, but AI results are so easy to nudge in any direction that it’s hard to ignore.