Unverified50% confidenceFactExact time
Amdahl's law provides the intuition: overall speedup is limited by the proportion that cannot be parallelized.
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Long-term
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10/17/2026
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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% similarUnverifiedAmdahl'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.72% 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)70% similarUnverifiedThe weak law of large numbers only guarantees convergence in probability, whereas the strong law of large numbers guarantees almost sure convergence along sample paths, making the latter stronger64% similarUnverifiedThe O(1/√N) convergence rate cannot be further improved in the sense of rates, representing that risk estimation has reached the information-theoretically optimal rate.61% similar
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