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ROCm 10.1: AMD's Software Stack Finally Grows Up

AMD crossed a trillion dollars in market cap and its software stack is finally getting the attention. We dig into three ROCm releases — 7.14, 10, and 10.1 — and ask the honest question: is ROCm actually production-viable for inference now, or just for the data center? From TheRock's reproducible builds to Hyperloom's autonomous optimizer to NUMA-aware memory allocation, we trace what changed, what's still marketing, and why the 7900 XTX owner is still the person the roadmap forgot. Key sources: • ROCm GitHub README , commit 63fd839, accessed 2026-10-12. — https://github.com/ROCm/ROCm • AMD…

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