lindacmsheard / aml_hpc Goto Github PK

run the following from repo root

az login --tenant <tenant>
az account set -s <subscription>

Create a .env file at root level of the repo (gitignored) as per the sample provided.

Then run the setup script.

bash infra/setup.sh

Verify the resources created in the Azure portal:

• Resource group
• Azure ML workspace and associated resources
• VM and associated resources

update the vm NSG to allow network access from Azure ML workspace

(here, we're using the portal and configuring an allow rule for the Azure ML service tag, i.e. any ML workspace would be allowed to connect to this VM)

source .env
az ml compute attach -f definitions/compute/attached-vm.yml --resource-id $VM_ID --admin-password $VM_PASSWORD

This should result in a new compute visible through CLI:

az ml compute list -o table

-->
Name        Compute type    State
----------  --------------  ---------
vm-example  virtualmachine  Succeeded

or portal:

az ml compute create -f definitions/compute/aml-compute-instance.yml
az ml compute create -f definitions/compute/aml-compute-cluster.yml

az ml job create -f definitions/job/simplejob/job.yml

❌ Currently seeing error without useful explanation: "UserError: Unable to establish SSH connection". Allowing access on all ports from anywhere on the NSG does not fix it. Perhaps try using ssh key instead of password for the VM.

👉 Expected outcome (obtained running on AML CI):