Right, vgg16 and 19 crashed on even with very small batch sizes. However, process works fine also with Resnet 34, 50 and 101 (on a 6Gb 1060). Do you know what to expect in term of memory consumption for vgg? Given many other models work fine, not sure if it's a R issue?
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