Fed-DNN-Debugger: Automatically Debugging Deep Neural Network Models in Federated Learning

Table 6

Execution time of metadata capture.

Dataset	Model	noWorkflow [33] (s)	Fed-DNN-Debugger (s)
MNIST	Model-1	326.19	30.221
	Model-2	805.41	56.339
	Model-3	1204.61	90.311
	Model-4	4806.39	111.145
CIFAR-10	Model-1	1322.6	30.385
	Model-2	2560.2	58.67
	Model-3	4242.9	96.5281
	Model-4	15771.6	113.25