Assing a compute to an Experiment
Sat Apr 09 2022 00:35:24 GMT+0000 (Coordinated Universal Time)
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@wessim
from azureml.core.compute import ComputeTarget, AmlCompute
from azureml.core.compute_target import ComputeTargetException
cluster_name = "ac-aml"
try:
# Check for existing compute target
pipeline_cluster = ComputeTarget(workspace=ws, name=cluster_name)
print('Found existing cluster, use it.')
except ComputeTargetException:
# If it doesn't already exist, create it
try:
compute_config = AmlCompute.provisioning_configuration(vm_size='STANDARD_DS2_V2', max_nodes=2)
pipeline_cluster = ComputeTarget.create(ws, cluster_name, compute_config)
pipeline_cluster.wait_for_completion(show_output=True)
except Exception as ex:
print(ex)
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