Consider these neural style algorithms which produce some art work:
Why is generating such images so slow and why does it take huge amounts of memory? Isn't there any method of optimizing the algorithm?
What is the mechanism or technical limitation behind this? Why we can't have a realtime processing?
Here are few user comments (How ANYONE can create Deep Style images):
Anything above 640x480 and we're talking days of heavy crunching and an insane amount of ram.
I tried doing a 1024pixel image and it still crashed with 14gigs memory, and 26gigs swap. So most of the VM space is just the swapfile. Plus it takes several hours potentially days cpu rendering this.
I tried 1024x768 and with 16gig ram and 20+ gig swap it was still dying from lack of memory.
Having a memory issue, though. I'm using the "g2.8xlarge" instance type.