Images take a lot of GPU space
Right now my dataset is about 15 gigs of png images, with each image taking about 0.15Mb. I'm working on a V100 GPU with 32G of memory. My model takes only about 1G on a GPU, however, I'm not able to use big batches and the maximum that I can use is 32 images per batch. Is this a normal situation? Or there is a possibility that I have a memory leak?