Automatically deploy a fully configured GPU instance on AWS incl. PyTorch 1.0 and fast.ai 1.0
A common workflow for deep learning practitioners is to work locally on a project via JupyterLab (or Jupyter Notebook). Then to train the neural network a powerful GPU cloud instance is used and the local files are moved to that instance for the intensive computations. After the compute intensive part the cloud instance is shut down again, to save resources/reduce fees. The following TerraForm configuration will fully automate this process using AWS GPU compute instance. TerraForm is an open source…