There seems to be some kind of "safety throttling" with the queues. 
Whenever I hit it, there is a yellow warning sign next to the queue in the 
cloud console: https://console.cloud.google.com/appengine/taskqueues and 
the tooltip says something about the queue being throttled to avoid 
impacting other customers.

So perhaps you could check your cloud console and see if there are any 
warnings whenever the queue seems to be throttled?

Attila

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