GPU accelerated DL Training & Inference with TensorRT on AWS & SageMaker

In this session, we’ll demonstrate how to speedup DL training with Automatic Mixed Precision and leverage Tensor Cores on the new NVIDIA GPUs on AWS. You’ll learn how to make small modifications in your training code to achieve an ~8X speedup in DL training and how to run inference on this trained model to deliver a ~6X speedup when you convert this model using NVIDIA TensorRT.