Unverified50% confidenceFactExact time
Amdahl's law states that system speedup is limited by the portion that cannot be parallelized, and end-to-end speedup is not equivalent to single-step computation speedup.
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10/14/2026
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Related Claims
UnverifiedAmdahl's Law states that the speedup from parallelization is limited by the proportion of the task that cannot be parallelized; if 80% of the work can be parallelized, the theoretical maximum speedup is only 5×.77% similarUnverifiedThe performance iteration speed of AI accelerators far exceeds the historical pace of Moore's Law, and successive generations of products often lack backward compatibility.66% similarUnverifiedThe convergence rate of reversible Markov processes is often limited by the spectral gap.65% similarUnverifiedAmdahl定律由Gene Amdahl在1967年提出，描述如果程序中只有P比例可被加速则整体加速比不超过1/(1-P)63% similarUnverifiedStreaming loading cannot bring inference speed close to a fully in-memory scheme; what it solves is "whether it can run", not "how fast it runs".62% similar
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