Contents IntroductionMethodAlgorithmCausal maskingParallelismWork Partitioning Between Warps ExperimentsReferences Introduction
作者提出 FlashAttention-2,通过 (1) 减少 non-matmul FLOPs;(2) 优化 work partitioning between different thr…
相信使用过 Flink 的你或多或少遇到过下面这个问题(笔者自己的项目曾经也出现过这样的问题),错误信息如下:
Caused by: akka.pattern.AskTimeoutException:
Ask timed out on [Actor[akka://flink/user/taskmanager_0#15608456]] after [10000 ms].
Sender[null] sent m…
作者:Percona公司的Ibrar Ahmed
https://www.percona.com/blog/2019/07/30/parallelism-in-postgresql/
PostgreSQL is one of the finest object-relational databases, and its architecture is process-based instead of thread-based. While almost all the c…
前段时间在公司给大家分享GO语言的一些特性,然后讲到了并发概念,大家表示很迷茫,然后分享过程中我拿来了Rob Pike大神的Slides 《Concurrency is not Parallelism》,反而搞的大家更迷茫了,看来大家丢了很多以前的基本知…
LLMs之FlashAttention-2:《FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning更快的注意力与更好的并行性和工作分区》翻译与解读 导读:FlashAttention-2通过算法、并行计算和工作分配的优化,实现了原Flash…