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AI芯片架构全景解析

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想要了解AI芯片架构全景的朋友,强烈推荐阅读Jacob Peake的这篇博客,内容详实,对架构和权衡有深入分析。

Jacob Peake分享一篇关于AI芯片架构的长篇博客,涵盖NVIDIA、AMD、TPU、Trainium、Cerebras、Groq等主要架构,分析架构、扩展(向上扩展和向外扩展)和软件堆栈,帮助理解架构及其权衡。

原文 · elvis

This is gold! Recommend reading if you want to understand the landscape of AI chip architectures. IMO, a lot can change once RSI comes around, as model architectures could evolve rapidly, looking completely different from today, hence requiring different compute needs. Jacob @jacobpeake sharing a new long-form blog post: ai chip architectures it covers the leading chip architectures (nvidia, amd, tpus, trainium, cerebras, groq) across architecture, scaling (scale-up and scale-out), and software stacks. it helps build an intuition for the architectures and their trade-offs. jacobpeake.com/ai-chip-archit… 🔗 View Quoted Tweet 💬 4 🔄 1 ❤️ 26 👀 5056 📊 7 ⚡