Update results table and training plots for custom training experiments
When running a custom training experiment inExperiment Manager, use anexperiments.Monitor
object to track the progress of the training, update information fields in the results table, record values of the metrics used by the training, and produce training plots. For more information on custom training experiments, seeConfigure Custom Training Experiment.
When you run a custom training experiment, Experiment Manager creates anexperiments.Monitor
object for each trial of your experiment. Access the object as the second input argument of the training function.
groupSubPlot |
Group metrics in experiment training plot |
recordMetrics |
Record metric values in experiment results table and training plot |
updateInfo |
Update information columns in experiment results table |
Both information and metric columns display values in the results table for your experiment. Additionally, the training plot shows a record of the metric values. Use information columns for text and for numerical values that you want to display in the results table but not in the training plot.