This document is relevant for: Inf1

Tutorials (tensorflow-neuron)

Computer Vision Tutorials

• Tensorflow 1.x - OpenPose tutorial [html] [notebook]

• Tensorflow 1.x - ResNet-50 tutorial [html] [notebook]

• Tensorflow 1.x - YOLOv4 tutorial [html] [notebook]

• Tensorflow 1.x - YOLOv3 tutorial [html] [notebook]

• Tensorflow 1.x - SSD300 tutorial [html]

• Tensorflow 1.x - Keras ResNet-50 optimization tutorial [html] [notebook]

Natural Language Processing (NLP) Tutorials

• Tensorflow 1.x - Running TensorFlow BERT-Large with AWS Neuron [html]

• Tensorflow 2.x - HuggingFace Pipelines distilBERT with Tensorflow2 Neuron [html] [notebook]

Utilizing Neuron Capabilities Tutorials

• Tensorflow 1.x & 2.x - Using NEURON_RT_VISIBLE_CORES with TensorFlow Serving [html]

Note

To use Jupyter Notebook see:

• Jupyter Notebook QuickStart

• Running Jupyter Notebook as script

This document is relevant for: Inf1