Visualizing and comparing your models with ClearML

ClearML (formerly Trains) is a complete open source ML/DL experimentation solution that automatically tracks everything you need to document your work, visualize results, and reproduce, adjust, and compare experiments using an intuitive web interface.

ClearML allows you to perform the following tasks:

• Visualize experiment results in the ClearML Web UI.
• Track and upload models.
• Track model performance and create tracking leaderboards.
• Rerun experiments, reproduce experiments on any target machine, and tune experiments.
• Compare experiments.

To use it in your AutoKeras project, you just have to initialize a ClearML Task in your code, and ClearML automatically records scalars, graphs, and images reported to TensorBoard, Matplotlib, Plotly, and Seaborn, as well as all the other automatic logs and explicit reports that you add to your code.

Adding ClearML to code

Just add these two lines of code to...