cloud.md

Create a Cloud TPU VM or Node with gcloud

gcloud alpha compute tpus tpu-vm create qcnn-tpu
--zone=europe-west4-a
--accelerator-type=v3-8
--version=tpu-vm-tf-2.7.3

My Cloud TPU quota:

5 on-demand Cloud TPU v2-8 device(s) in zone us-central1-f 5 on-demand Cloud TPU v3-8 device(s) in zone europe-west4-a 100 preemptible Cloud TPU v2-8 device(s) in zone us-central1-f

Set default zone

gcloud config set compute/zone your-zone-here

gcloud config set compute/zone us-central1-f

Connect to your Cloud TPU VM

gcloud alpha compute tpus tpu-vm ssh qcnn-tpu2
--zone us-central1-f

Clean up

exit

Delete your Cloud TPU.

gcloud alpha compute tpus tpu-vm delete qcnn-tpu
--zone=europe-west4-a

Verify the resources have been deleted

gcloud alpha compute tpus tpu-vm list --zone=europe-west4-a

Create venv

sudo apt install python3.8-venv python3 -m venv qenv source qenv/bin/activate

Installing Jupyter Notebook

sudo apt-get update sudo apt install python3-pip # optional pip3 install Jupyter echo "export PATH=$PATH:~/.local/bin" >> ~/.bashrc source ~/.bashrc

pip install markupsafe==2.0.1 jupyter notebook --generate-config nano ~/.jupyter/jupyter_notebook_config.py

Add below lines

c = get_config() c.NotebookApp.ip = '*' c.NotebookApp.open_browser = False c.NotebookApp.port = 8888

jupyter notebook

notebook will run on http://:

Add firewall rule

VPC Network -> Firewall -> Create a firewall rule

Targets: All instances in the network Source IPV4 ranges: 0.0.0.0/0 Specified protocols and ports: tcp 8888

Everything else default