/dps-intern-task

Google's VertexAI demo

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

dps-intern-task

Google's VertexAI demo

Commands are provided in commands.txt. Scripts (train.py, Dockerfile, deploy.py, predict.py) are directly available here in this repo.

Step-1: Create Project

Create Project

Step-2: Write the training script and build a docker around it

Look at mpg/trainer/train.py for reference.

Build the Docker

Build Docker

Push the Docker to container registry

Push the Docker to container registry

Step-3: Allocate a VM and start the training

Start the training

Step-4: Create and deploy a model endpoint

Create endpoint

create-endpoint-ui

Step-5: Predict

predict