Visualize Results

We will visualize the results of our trained model here. There is an ipython notebook provided at /shared/dnn_reco_tutorial/visualize_results.ipynb that loads in the processed hdf5 file from the previous page and displays the energy reconstruction performance of the trained model in comparison to MuEx and Truncated Energy.

Copy the notebook into your directory

cp /shared/dnn_reco_tutorial/visualize_results.ipynb $DNN_HOME/

and run the ipython notebook.

Here are the result plots of a model that was run for 44500 iterations:

../../_images/correlation_muex.png

This is the correlation plot for MuEX.

../../_images/correlation_truncated.png

This is the correlation plot for Truncated Energy.

../../_images/correlation_dnn.png

This is the correlation plot for DNN reco.