Create GCP Instance

create_instance.sh

export IMAGE_FAMILY="tf2-latest-gpu" # or "tf2-latest-cpu" for non-GPU instances
export ZONE="us-west1-b" # budget: "us-west1-b", richer: us-west2-b
export INSTANCE_NAME="my-tf2-instance"
export INSTANCE_TYPE="n1-highmem-4" # budget: "n1-highmem-4", richer: n1-highmem-8
# budget: type=nvidia-tesla-k80,count=1
# richer: type=nvidia-tesla-p4,count=1
export ACCELERATOR="type=nvidia-tesla-k80,count=1" 

gcloud compute instances create $INSTANCE_NAME \
        --zone=$ZONE \
        --image-family=$IMAGE_FAMILY \
        --image-project=deeplearning-platform-release \
        --maintenance-policy=TERMINATE \
        --accelerator=$ACCELERATOR \
        --machine-type=$INSTANCE_TYPE \
        --boot-disk-size=200GB \
        --metadata="install-nvidia-driver=True" \
        --preemptible