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hwspeed

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Show HN: I track GPU rental prices – same H100 ranges from $0.80 to $3.19/HR

gpuperhour.com
2 points·by hwspeed·5 months ago·1 comments

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hwspeed
·5 months ago·discuss
[dead]
hwspeed
·5 months ago·discuss
Also built a bot that tweets out deals when prices drop: https://x.com/gpuperhour
hwspeed
·5 months ago·discuss
[dead]
hwspeed
·6 months ago·discuss
Classic case of optimizing the wrong thing. I've hit similar issues with ML training pipelines where GPU utilization looks terrible because data loading is the bottleneck. The profiler tells you the GPU kernel is fast, but doesn't show you it's sitting idle 80% of the time waiting for the next batch. Amdahl's law is brutal when you've got a serial component in your pipeline.
hwspeed
·6 months ago·discuss
The offline/local dev point is underrated. Being able to iterate without network latency or metered API costs makes a huge difference for prototyping. The challenge is making sure your local setup actually matches prod behavior. I've been burned by pgvector working fine locally then hitting performance cliffs at scale when the index doesn't fit in memory anymore.