From 7025a092d17b2155c4f2e5c02ed64675fb61dade Mon Sep 17 00:00:00 2001 From: Dan Fu Date: Sat, 28 May 2022 22:46:49 +0100 Subject: [PATCH] Make png images into jpg for dark mode --- README.md | 4 ++-- images/flashattn_memory.jpg | Bin 0 -> 85166 bytes images/flashattn_memory.png | Bin 65926 -> 0 bytes images/flashattn_speedup.jpg | Bin 0 -> 115520 bytes images/flashattn_speedup.png | Bin 81990 -> 0 bytes 5 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 images/flashattn_memory.jpg delete mode 100644 images/flashattn_memory.png create mode 100644 images/flashattn_speedup.jpg delete mode 100644 images/flashattn_speedup.png diff --git a/README.md b/README.md index ca3e318..3330f2c 100644 --- a/README.md +++ b/README.md @@ -40,14 +40,14 @@ Our graphs show sequence lengths between 128 and 4096 (when standard attention r #### Speedup -![FlashAttention speedup](images/flashattn_speedup.png) +![FlashAttention speedup](images/flashattn_speedup.jpg) We generally see 2-4X speedup at sequence lengths between 128 and 4K, and we see more speedup when using dropout and masking, since we fuse the kernels. At sequence lengths that are popular with language models like 512 and 1K, we see speedups up to 4X when using dropout and masking. #### Memory -![FlashAttention memory](images/flashattn_memory.png) +![FlashAttention memory](images/flashattn_memory.jpg) We show memory savings in this graph (note that memory footprint is the same no matter if you use dropout or masking). Memory savings are proportional to sequence length -- since standard attention has memory quadratic in sequence length, whereas FlashAttention has memory linear in sequence length. diff --git a/images/flashattn_memory.jpg b/images/flashattn_memory.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0b6b19e8bb1664e7fd2ce49c4dd5bcf1114df10 GIT binary patch literal 85166 zcmeFZ2UJu~wfDRs8?)b^ZgO zrzFXyh$bPr1`yK|khg93d#!?slX1EmjGfS5)xuk z5;8JUQn0rl`2PSYJ=x`}w-m`4bS){axiE?c#%5CTD1HCQ^mq`%d;7WT+Y1+&uduMP z@m=Q^xFIMZc}ME5w2bn76;(BLjR#Mj>ggL88W~%?uzqRt%GS=!-Q$fX%*#9IU2sU~ z`>^o1_>T#RNuNF^f6dCy$<50zC@d?lsI024sjX{nX>Duo=ViHko=Qa|B&q8$VCszMNCRcLQ3&RE+S%2u#wP{l3l$; zepykM!qSD|ns^{3qf%_<_n#MdZa>B_J$D_v$jmD-$A|qR+TSGmuL<_{e@U``2=>o% zp#W+UBJksp&;wB5=tSUaz{S7XUvu!kqywdn5H8%yg|^UUter_^%x1`BXN+s1VdUhS zebR#r+PH9m4B~&)mhqAcXlfjC-p7yX@u}%IZm%nyadH_cBzyV2?jHeN6~_N!bMx+x z_PsrK=89Gsl@u#qzjBpLz&8xy{8F$}eKL@^MXVBjMnNG}&wRq=#=7Lw` 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