Giter Club home page Giter Club logo

udap-analytic-zoo-examples's Introduction

udap_ncf_analytic_zoo_examples

A demo project elaborate how to use intel analytic zoo to train and inference a NCF deep learning model

How to build it.

By default, build docker image:

sudo docker build --rm -t ncf_analytic_zoo:latest .

You can also start the container first

sudo docker run -it --rm  \
-p 22:22 -p 4040:4040 -p 6006:6006 -p 6379:6379 -p 8080:8080 -p 8998:8998 -p 12345:12345 \
-e NotebookPort=12345 \
-e NotebookToken="mc123" \
-e RUNTIME_DRIVER_CORES=1 \
-e RUNTIME_DRIVER_MEMORY=2g \
-e RUNTIME_EXECUTOR_CORES=2 \
-e RUNTIME_EXECUTOR_MEMORY=6g \
-e RUNTIME_TOTAL_EXECUTOR_CORES=2 \
--name ncf_analytic_zoo -h ncf_analytic_zoo ncf_analytic_zoo:latest bash

How to run the demo code.

Move to /opt/work/ncf folder and execute ./run_ncf.sh

cd /opt/work/examples/ncf 
./run_ncf.sh

Start notebook

cd /opt/work/examples/ncf 
unzip jobs.zip 
cd /opt/work/scripts 
./start-notebook.sh 

Then log in to run the ncf_zoo.ipynb , remember to replace 10.157.146.29 with your host IP address

http://10.157.146.29:12345/?token=mc123

udap-analytic-zoo-examples's People

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.