TensorFlow Tutorials
Contents
This document is relevant for: Inf1
TensorFlow 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 TensorFlow Tutorial Setup before running a TensorFlow tutorial on Inferentia. We recommend new users start with the ResNet-50 tutorial.
Computer Vision#
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#
Tensorflow 1.x - Running TensorFlow BERT-Large with AWS Neuron [html]
Tensorflow 2.x - HuggingFace DistilBERT with Tensorflow2 Neuron [html] [notebook]