How Many Bedrooms Do You Need? A Real-Estate Recommender System from Architectural Floor Plan Images

Table 5

Configuration type and parameters of CNN models.

Configuration type	Parameter
Optimizer	SGDM
Momentum	0.9000
InitialLearnRate	0.0001
LearnRateSchedule	Piecewise
LearnRateDropFactor	0.2000
LearnRateDropPeriod	10
L2Regularization	0.0001
GradientThresholdMethod	L2 norm
GradientThreshold	Inf
MaxEpochs	[10, 100]
MiniBatchSize	128
Verbose	1
VerboseFrequency	50
ValidationPatience	Inf
Shuffle	Once
ExecutionEnvironment	Auto