7.2 How to evaluate the model performance?

At each (local) training epoch, a local validation will be processed and the result will be sent to Aggregator Dashboard. Summarized validation results will be displayed on the Tensor Board like the picture below. PI could evaluate the training results of each edge training in each epoch to choose the best training result.

If PI is not satisfied the best training result, he could create another training plan trying different aggregation algorithm, training models (weights), and/or different training datasets.