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Blogging from the Paradise Island of Mauritius. Saturday, March 17, 2018. Object Detection DL training with Tensorflow on GPU AWS. Turns out that when if you want to train a model with say 5 types of different category of images you would need to make use of an Ec2 instance on AWS that has GPU capabilities. Else what happens with EC2 CPU instances is that they quickly run out of memory on the first dozen steps and the process gets killed . For that you would need at the very least a p2.

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