ICloud Photo Library - Stalled

I have a large photo library (~100GB) and with the launch of the Photos app, decided to use the iCloud Photo Library feature. The problem is that it seems to be stalled uploading. There are no errors, it's not paused, but the upload queue is the same now as it was when I left the house 10 hours ago. I ran an online speed test and my upload connectivity isn't bad (4-5 mbps).
Could it be that uploads stop when the computer goes into password lock?

Do you have other devices on your network to use to make speed tests? iOS has several speed test apps, use one on the same wifi network.
To know if the Mac is uploading when locked you can compare the rate at which another device works when Photos is uploading, here is how…
Do a speed test on your 2nd device whilst Photos are uploading. Allow the Mac to 'lock' normally. Do another speed test. If the data rate is a lot faster Photos may have stopped uploading images. If the rate is about the same Photos is still processing whilst locked.
You can double check by comparing the speed on a second device when Photos is paused - that is in the 'Preferences > iCloud tab' to see what the rate is when Photos is not busy.
Please report back what your internet connection speed is. 100GB of data will take many hours to upload even on a fast connection.
http://www.wolframalpha.com/input/?i=100gigabytes+at+5megabits+per+second
Result: 1 day 20 hours (if your connection is constant).
The number of images is not very relevant, but the size of your Photo library is.
EDIT: clarified locking instead of 'sleeping'

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    Beenst wrote:
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