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

Table 5

Size of collected metadata.

Dataset	Model	noWorkflow [33] (GB)	Fed-DNN-Debugger (GB)
MNIST	Model-1	9.6	0.135
	Model-2	25	0.188
	Model-3	37	0.176
	Model-4	147	0.736
CIFAR-10	Model-1	13	0.235
	Model-2	33	0.3215
	Model-3	51	0.3089
	Model-4	203	1.499