From ec7b46b988403dba807d1b890f88f81107ac4f86 Mon Sep 17 00:00:00 2001 From: "L.B." Date: Fri, 7 Feb 2025 14:53:45 -0500 Subject: [PATCH] benchmark readme updates (#508) * benchmark readme updates Signed-off-by: Lawrence Lane * benchmark image update Signed-off-by: Lawrence Lane * benchmark text update Signed-off-by: Lawrence Lane --------- Signed-off-by: Lawrence Lane Signed-off-by: Phillip Mobley --- README.md | 6 +++++- ...fuzzy-dedup-processing-optimization-16x.png | Bin 0 -> 117652 bytes .../readme/fuzzy-dedup-processing-time.png | Bin 0 -> 75974 bytes 3 files changed, 5 insertions(+), 1 deletion(-) create mode 100644 docs/user-guide/assets/readme/fuzzy-dedup-processing-optimization-16x.png create mode 100644 docs/user-guide/assets/readme/fuzzy-dedup-processing-time.png diff --git a/README.md b/README.md index 1312e22c2..e5fc03c0c 100644 --- a/README.md +++ b/README.md @@ -188,7 +188,11 @@ The following figure shows that the use of different data curation modules imple drawing

-In terms of scalability and compute performance, using the combination of RAPIDS and Dask fuzzy deduplication enabled us to deduplicate the 1.1 Trillion token Red Pajama dataset in 1.8 hours with 64 NVIDIA A100 Tensor Core GPUs. +In terms of scalability and compute performance, using the combination of RAPIDS and Dask fuzzy deduplication enabled us to deduplicate the 1.96 Trillion token subset of the RedPajama V2 dataset in 0.5 hours with 32 NVIDIA H100 GPUs. + +Processing Time | Comparison to Alternative Libraries +:-------------------------:|:---------------------------------------: +![](./docs/user-guide/assets/readme/fuzzy-dedup-processing-time.png) | ![](./docs/user-guide/assets/readme/fuzzy-dedup-processing-optimization-16x.png) Additionally, using the CPU-based modules, the following table shows the time required and resulting data size reduction for each processing step [Common Crawl snapshot from November/December of 2020](https://commoncrawl.org/2020/12/nov-dec-2020-crawl-archive-now-available/) using 30 CPU nodes (with hardware similar to the `c5.24xlarge` [Amazon AWS C5 instance](https://aws.amazon.com/ec2/instance-types/c5/)). diff --git a/docs/user-guide/assets/readme/fuzzy-dedup-processing-optimization-16x.png b/docs/user-guide/assets/readme/fuzzy-dedup-processing-optimization-16x.png new file mode 100644 index 0000000000000000000000000000000000000000..093e37717451f3797263461b8c8bcfff843fc806 GIT binary patch literal 117652 zcmeEtbyQnl(=JvD#i7NuxH|+3rMP=>x8j5p*OsEeT>_Ni6n9E-D;C_X1S{@tH^2A& zzVE(wt^5D|=Vq5KS)T}D)!RS8j8}=v>NWNw)RdoNJt8iDS9vUwe=`~Ue@n1@FRkwtJ7%tP=8}s zyoi@T)5KH^=CM@4U~?(Z@A@f=CNKMgHtGk8mT`$LyKI*P1ocfJu_K86856nwf@bV_ zOXRxUXUuE$JYY@2ixTOtiGQg8$qX8;dLlOj2h&_tP0b>~7YT**9mP}s=?iyOW>Ha; zcND0fjkIgX8l& zjpf>}Uu5qiNTi%l1O7li6#~T`*|SGF?2F<)p5129>!%EVOF->&x919iJsZS6JNvXm zt&5afXpbd^_OpS*Jp7XR>5U_2=mOalMztr{GRcALbv$*W0B;qc2(i9y$gI*T;jCCy2AS{NDNMBzJJ~ 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