Utilising GPU's on Amazon AWS instead of CPU
In terms of the recommended set-up on AWS for RM it is the m4.xlarge with 4 CPU's and16 GB RAM. These are standard CPUs and I was wondering if anyone had used the G3, P2 or P3 instances available for having access to the GPU processing abilities on the platform?
Have you noticed any performance increase with GPU's? Is cost benefit analysis efficient in terms of the extra cost for the GPU vs the reduced model training time? How easy has it been to run in the cloud vs dedicated server?
Have you noticed any performance increase with GPU's? Is cost benefit analysis efficient in terms of the extra cost for the GPU vs the reduced model training time? How easy has it been to run in the cloud vs dedicated server?