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24 lines
747 B
Python
24 lines
747 B
Python
# 02-create-compute.py
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from azureml.core import Workspace
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from azureml.core.compute import ComputeTarget, AmlCompute
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from azureml.core.compute_target import ComputeTargetException
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ws = Workspace.from_config()
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# Choose a name for your CPU cluster
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cpu_cluster_name = "cpu-cluster"
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# Verify that cluster does not exist already
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try:
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cpu_cluster = ComputeTarget(workspace=ws, name=cpu_cluster_name)
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print('Found existing cluster, use it.')
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except ComputeTargetException:
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cfg = AmlCompute.provisioning_configuration(
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vm_size='STANDARD_D2_V2',
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max_nodes=4,
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idle_seconds_before_scaledown=2400
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)
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cpu_cluster = ComputeTarget.create(ws, cpu_cluster_name, cfg)
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cpu_cluster.wait_for_completion(show_output=True)
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