Mar 07, 2017 · Titan X, P100: For models like ResNet and InceptionV3, placing variables on the CPU. But for models with a lot of variables like AlexNet and VGG, using GPUs with NCCL is better. Place variables on GPU devices. We can place variables on GPU devices similar to CPU. The major difference is that we may have 1 CPU but many GPUs.
CelebFaces Attributes Dataset (CelebA) is a large-scale face attributes dataset with more than 200K celebrity images, each with 40 attribute annotations. It has substantial pose variations and background clutter.