MiguelPeralvo / polyaxon-examples

Code for polyaxon tutorials and examples

polyaxon-examples

Code for polyaxon tutorials and examples.

The code in this repo is used for training models on Polyaxon deployed on Microsoft Azure Container Service.

The code in this repo is based on tensorflow/models, and trains and evaluate a CIFAR-10 ResNet model.

This repo also contains polyaxonfiles for training: single experiments, distributed experiments, and experiments with GPU.

The tutorial provides a step by step guide to:

• create a Kubernetes cluster on Azure
• create volumes for data and outputs on Azure
• train experiments with Polyaxon