From c7880e4a3b6607b821872ec7e42a0e30005cb056 Mon Sep 17 00:00:00 2001 From: Yuduo Wu Date: Tue, 27 Nov 2018 15:55:05 -0800 Subject: [PATCH] update awesome ai infrastructures --- README.md | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index d13bc36..370d8d9 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,10 @@ +# Awesome AI Infrastructures + ***

-:bangbang: Awesome AI Infrastructures :bangbang: -

+:orange_book: List of AI infrastructures (a.k.a., machine learning systems, pipelines, and platforms) for machine/deep learning training and/or inference in production :electric_plug:. Feel free to contribute / star / fork / pull request. Any recommendations and suggestions are welcome. -

-:orange_book: List of AI infrastructures (a.k.a., machine learning systems, pipelines, and platforms) for machine/deep learning training and/or inference in production :electric_plug:.

*** @@ -15,7 +14,7 @@ This list contains some popular actively-maintained AI infrastructures that focus on one or more of the following topics: - Architecture of **end-to-end** machine learning **pipelines** -- **Deployment** at scale in production on Cloud or on end devices +- **Deployment** at scale in production on Cloud :cloud: or on end devices :iphone: - Novel ideas of efficient large-scale distributed **training** in **no specific order**. This list cares more about overall architectures of AI solutions in production instead of individual machine/deep learning training or inference frameworks. @@ -279,7 +278,9 @@ allows them to upload and browse the code assets, submit distributed jobs, and q ![fig-pocketflow](images/tencent-pocketflow-arch.png) -# Timeline of Large-Scale Distributed AI Training Efforts +# Large-Scale Distributed AI Training Efforts + +Major milestones for "ImageNet in X nanoseconds" :roller_coaster:. | initial date | resources | elapsed | top-1 accuracy | batch size | link | |--------------|-----------------------|-------------------|----------------|------------|----------------------------------|