The AWS Deep Learning AMIs for Ubuntu, Amazon Linux, and Amazon Linux 2 now come with newer versions of the following deep learning frameworks: PyTorch 1.1 and Chainer 5.4. PyTorch 1.1 brings native TensorBoard support for model visualization and debugging, improvements to just-in-time (JIT) compiler, and better support for model parallelism in distributed training. This release also upgrades the NVIDIA driver to 418.40.04, Horovod to 0.16.1, and adds support for CUDA 10 in Apache MXNet environments.

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