ibm-install-guide

An install guide for MS Office '03

A guide for installing Kubeflow on Bluemix, training a model, and serving it to friends and family.

Kubeflow Install

Step1: Sign up for Bluemix

Go to bluemix.net sign up. Put a CC in bc o/w you can only set up single node clusters.

You'll probably need to download the CLI tools. See this

Step2: Make a bucket

• 2a. Log in to Bluemix GUI
• 2b. Click Categlog (at top)
• 2c. Seach for Cloud Object Storage
• 2d. Click through and click "Create"
• 2e. Click Create Bucket, name it kubeflow-tutorial
• 2f. When in the bucket, click Service Credentials on left-hand side.
• 2g. Click New Credential
• 2h. On the screen that pops up, under Add Inline Configuration Parameters (Optional) add the line {"HMAC":true}
• 2i. Click Add
• 2j. Click View Credentials in the revealed JSON find the key, cos_hmac_keys. There you will find your access_key_id and access_secret_key

Step3: Create a Cluster

Login via CLI:

ibmcloud login

Run the script to create a small cluster.

./create-k8s-cluster.sh

Wait 10 minutes or so for that to spin up...

Step4: Install Kube and load the model

Set AWS ENV Variables

AWS_ACCESS_KEY_ID=...
AWS_SECRET_ACCESS_KEY=...

OR create file called set-aws-creds.sh that looks like this

#!/usr/bin/env bash
export AWS_ACCESS_KEY_ID=...
export AWS_SECRET_ACCESS_KEY=...

^^ once-cluster-is-up.sh will look for that file and run it if it exists.

Now build the docker image.

export DOCKER_BASE_URL=registry.ng.bluemix.net/$NAMESPACE # Put your docker registry here
docker build . --no-cache  -f Dockerfile.model -t ${DOCKER_BASE_URL}/mytfmodel:1.7
docker push ${DOCKER_BASE_URL}/mytfmodel:1.7

Now run the script and cross your fingers:

source ./once-cluster-is-up.sh