Tensorflow on Google Cloud Platform

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Which Google Cloud Platform service is the easiest for running Tensorflow?
Aug 1, 2018 in GCP by shams
• 3,660 points

1 answer to this question.

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There are a few ways to run Tensorflow:

  • CloudML
  • Datalab
  • and It can also be done manually

For Manually using Tensorflow:

  1. Create a project
  2. Open the Cloud Shell (a button at the top)
  3. List machine types: gcloud compute machine-types list. You can change the machine type I used in the next command.
  4. Create an instance:
gcloud compute instances create tf \
  --image container-vm \
  --zone europe-west1-c \
  --machine-type n1-standard-2
  1. Run sudo docker run -d -p 8888:8888 --name tf b.gcr.io/tensorflow-udacity/assignments:0.5.0 (change the image name to the desired one)
  2. Find your instance in the dashboard and edit the default network.
  3. Add a firewall rule to allow your IP as well as protocol and port tcp:8888.
  4. Find the External IP of the instance from the dashboard. Open IP:8888 on your browser. Done!
  5. When you are finished, delete the created cluster to avoid charges.

Hope it helps!!

If you need to know more about Google Cloud, We recommend joining GCP Certification course today.


answered Aug 1, 2018 by kurt_cobain
• 9,390 points

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