Computer Science
提前终止
Early terminationA technique used in CNN accelerators to stop the computation of a neural network layer once the output confidence reaches a predefined threshold, thereby reducing power consumption and latency. / 一种用于CNN加速器的技术，一旦输出置信度达到预定义阈值，即停止神经网络层的计算，从而降低功耗和延迟。
- Knowledge type
- 工艺技术
- First proposed or discovered
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- Turkey Farm member
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- 农场主
- Last updated
- 2026-10-25 21:01:32
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Main parameters and performance indicators
threshold: The confidence level required to terminate the computation earlyaccuracy preservation: The condition that the early termination must not significantly degrade the model's performance
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Related literature
ranked by community starsActivation-deterministic early termination for binary and ternary CNN accelerators while preserving accuracyOpen source
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1 recordsRecord title: Early termination.
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