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詳説 Deep Learning ―実務者のためのアプローチ
book

詳説 Deep Learning ―実務者のためのアプローチ

by Josh Patterson, Adam Gibson, 本橋 和貴, 牧野 聡, 新郷 美紀
August 2019
Intermediate to advanced
608 pages
7h 46m
Japanese
O'Reilly Japan, Inc.
Content preview from 詳説 Deep Learning ―実務者のためのアプローチ

付録C誰もが知っておくべき数値

表C-1に「Jeff Deanの13の数値」として知られている、誰もが知っておくべき数値の一覧を示します。

表C-1 Jeff Deanの13の数値

コンピューターアーキテクチャーの動作持続時間(ナノ秒)
L1キャッシュ参照0.5
分岐予測ミス5
L2キャッシュ参照7
Mutexのロック/アンロック100
メインメモリ参照100
1KBをZIP圧縮10,000
1Gbpsネットワークで2KBの送信20,000
メモリからの1MBの連続読み出し250,000
同一データセンター内のマシンとの通信1往復500,000
ディスクのシーク10,000,000
ネットワークからの1MBの連続読み出し10,000,000
ディスクからの1MBの連続読み出し30,000,000
カリフォルニア・オランダ間のパケットの通信1往復150,000,000
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Publisher Resources

ISBN: 9784873118802Other