From the project list
- To add a new project in OwLite, click on the orange '+' button at the bottom right corner of the project list.
From the PyTorch code
- If you enter the new project name on the PyTorch code, you can create a new project.
The operation and hierarchy of Project, Baseline, and Experiment
- Project: This is the top-level entity. A Project is a container for all related activities in a specific AI model development or optimization task. It represents the overall goal or theme of your work.
- Baseline: Within a Project, a Baseline serves as the initial reference model. It is the standard or starting point against which changes and optimizations are measured. The Baseline provides a foundation for any Experiments that will be conducted.
- Experiment: An Experiment is a derivative of a Baseline and is where modifications, optimizations, and tests are carried out. Each Experiment aims to improve upon or alter the Baseline in some way. The results of Experiments are compared to the Baseline to assess progress and effectiveness.