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Network lost on host restart

I have multiple windows 1809 containers up and running using docker-compose. All containers share a network (nat) defined in the yaml.

The containers start up perfectly and runs like a charm until the host (server 2019 core) gets rebooted. The network created is all of a sudden gone causing the contaners to fail.

I have to invoke docker-compose down, followed by docker-compose up -d, in order to get them running again.

Anyone seen this before…?