No, I don't have a network monitor readily available. I have thought that may be a possibility though. I've done constant pings while the script was running and I didn't see any spike in the ping times correlating with the disconnect times. Almost all were less than 1ms. Only a few were 3-4ms.
I looked through the events in the vSphere client but not the entire log.
Wouldn't the vSphere client drop though, if the vCenter was losing network connectivity? I've never had any problems with the vSphere client.