PyTorch Tutorials¶
Before running a tutorial¶
You will run the tutorials on an inf1.6xlarge instance running Deep Learning AMI (DLAMI) to enable both compilation and deployment (inference) on the same instance. In a production environment we encourage you to try different instance sizes to optimize to your specific deployment needs.
Follow instructions at PyTorch Tutorials Setup before running a PyTorch tutorial on Inferentia . We recommend new users start with the ResNet-50 tutorial.
Natural Language Processing¶
HuggingFace pretrained BERT tutorial [html] [notebook]
Bring your own HuggingFace pretrained BERT container to Sagemaker Tutorial [html] [notebook]
LibTorch C++ tutorial [html]
HuggingFace MarianMT tutorial [html] [notebook]
Utilizing Neuron Capabilities¶
BERT TorchServe tutorial [html]
NeuronCore Pipeline tutorial [html] [notebook]