行蒸馏:通过过滤缓存行中未使用的单词来增加缓存容量

Moinuddin K. Qureshi, M. A. Suleman, Y. Patt
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引用次数: 84

摘要

缓存以行大小粒度组织,以利用空间局部性。但是,当空间局部性较低时,缓存行中的许多单词不会被使用。未使用的字占用缓存空间,但不影响缓存命中。过滤这些单词可以允许缓存存储更多的缓存行。我们表明,缓存行中未使用的单词不太可能在LRU堆栈的较短部分中被访问。我们提出了行蒸馏(LDIS),这是一种在缓存行中只保留使用过的单词并清除未使用的单词的技术。我们还提出了蒸馏缓存,一个缓存组织,以利用LDIS创建的容量。我们对16个内存密集型基准的实验表明,ldi将1MB 8路L2缓存的平均失误减少了30%,并将平均IPC提高了12%
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Line Distillation: Increasing Cache Capacity by Filtering Unused Words in Cache Lines
Caches are organized at a line-size granularity to exploit spatial locality. However, when spatial locality is low, many words in the cache line are not used. Unused words occupy cache space but do not contribute to cache hits. Filtering these words can allow the cache to store more cache lines. We show that unused words in a cache line are unlikely to be accessed in the less recent part of the LRU stack. We propose line distillation (LDIS), a technique that retains only the used words and evicts the unused words in a cache line. We also propose distill cache, a cache organization to utilize the capacity created by LDIS. Our experiments with 16 memory-intensive benchmarks show that LDIS reduces the average misses for a 1MB 8-way L2 cache by 30% and improves the average IPC by 12%
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