Create a Compute Instance
Fri Apr 08 2022 22:40:30 GMT+0000 (Coordinated Universal Time)
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@wessim
import datetime
import time
from azureml.core.compute import ComputeTarget, ComputeInstance
from azureml.core.compute_target import ComputeTargetException
# Choose a name for your instance
# Compute instance name should be unique across the azure region
compute_name = "ci{}".format(ws._workspace_id)[:10]
# Verify that instance does not exist already
try:
instance = ComputeInstance(workspace=ws, name=compute_name)
print('Found existing instance, use it.')
except ComputeTargetException:
compute_config = ComputeInstance.provisioning_configuration(
vm_size='STANDARD_D3_V2',
ssh_public_access=False,
# vnet_resourcegroup_name='<my-resource-group>',
# vnet_name='<my-vnet-name>',
# subnet_name='default',
# admin_user_ssh_public_key='<my-sshkey>'
)
instance = ComputeInstance.create(ws, compute_name, compute_config)
instance.wait_for_completion(show_output=True)
content_copyCOPY
Compute instances cannot be shared accross users
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-create-manage-compute-instance?tabs=python
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