The AWS Deep Learning AMIs for Ubuntu and Amazon Linux now come with newer versions of the following deep learning frameworks and interfaces: TensorFlow 1.10 optimized for AWS for higher performance, Horovod 0.13.11 with OpenMPI 3.1.0 optimized for distributed multi-GPU TensorFlow training on Amazon EC2 P3 instances, PyTorch with CUDA 9.2 optimized for model training on Amazon EC2 P3 instances, Chainer 4.3.1, and Keras 2.2.2.