Handwritten Geez Digit Recognition Using Deep Learning

Table 2

Loss of the CNN for the six different cases for various hidden layers.

Case	Number of hidden layers	Batch size	Minimum training loss		Minimum validation loss		Maximum training loss		Maximum validation loss		Overall test loss
			Epoch	Loss	Epoch	Loss	Epoch	Loss	Epoch	Loss
1	9	32	30	0.0232	8	0.2412	1	0.4515	1	0.3306	0.2946
2	14	32	28	0.0456	10	0.2571	1	0.5546	1	0.4149	0.2928
3	13	32	30	0.0423	14	0.2363	1	0.5214	1	0.4035	0.2908
4	10	32	27	0.0187	11	0.2371	1	0.4271	1	0.3266	0.3032
5	8	32	30	0.0068	8	0.3267	1	0.4705	28	0.4841	0.5504
6	12	32	24	0.0574	7	0.2077	1	0.4399	1	0.3213	0.2013