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Published 20 hours ago • verified publisher icon sql-machine-learning

Polish usability

Open wangkuiyi opened this issue 4 years ago • 8 comments

Add a tutorial "How to Build"

wangkuiyi avatar Jun 09 '20 00:06 wangkuiyi

Add tutorial "How to Run"

wangkuiyi avatar Jun 09 '20 00:06 wangkuiyi

Add tutorial "How to Contribute Models"

wangkuiyi avatar Jun 09 '20 00:06 wangkuiyi

Make sure that the command-line tool elasticdl can be pip installed.

wangkuiyi avatar Jun 09 '20 00:06 wangkuiyi

Make sure that elasticdl can reuse models in a Git repo and pack Docker images for running.

wangkuiyi avatar Jun 09 '20 00:06 wangkuiyi

Add benchmark scripts and corresponding experiments result documents.

QiJune avatar Jun 09 '20 00:06 QiJune

Make sure that the preprocessing module elasticdl_preprocessing can be pip installed.

workingloong avatar Jun 09 '20 00:06 workingloong

How to run includes:

  • run in minikube
  • run in google cloud
  • run in on-prem Kubernetes cluster

skydoorkai avatar Jun 09 '20 04:06 skydoorkai

How to Build

  • build elasticdl:dev
  • build elasticdl:ci

How to Run

  • install the client and how to use it
  • minikube
  • google cloud
  • on-prem cluster

How to contribute models

  • Add model (custom-designed, or from a Git repo)

Data Preprocessing

  • install preprocessing module

  • Use different data format (other than RecordIO)

More examples

  • Benchmark scripts

skydoorkai avatar Jun 09 '20 05:06 skydoorkai