Like others have said, make sure Windows has the correct amount of virtual memory. The formula is:
N (# of GPUs) * GB per GPU
In my case I needed 6 GPUs * 4 GB = 24 GB (24,576) before Device Manager recognized all my GPUs. I had 20GB before and that was not enough