Table 2.

Results of InceptionResnet-V2 model considering complete Fundus image as input

Epoch	Iterations	Time complexity	Accuracy value	Cross-entropy loss
1	1	52 s	60.00%	0.721
2	20	1 min 19 s	51.32%	0.793
3	30	2 min 47 s	53.21%	0.762
4	40	4 min 31 s	55.67%	0.771
5	50	6 min 15 s	62.17%	0.762
6	60	8 min 43 s	55.67%	0.732
7	70	11 min 47 s	62.17%	0.824
8	80	13 min 59 s	65.21%	0.765
9	90	15 min 09 s	62.17%	0.691
10	100	19 min 38 s	65.21%	0.682
11	110	21 min 56 s	55.67%	0.710
12	120	24 min 48 s	60.00%	0.652
13	130	25 min 52 s	62.17%	0.681
14	140	27 min 16 s	65.21%	0.684
15	150	30 min 26 s	71.57%	0.695
16	160	33 min 06 s	75.33%	0.672
17	170	35 min 22 s	75.33%	0.681
18	180	36 min 56 s	80.00%	0.672
19	190	37 min 05 s	82.14%	0.669
20	200	38 min 50 s	82.14%	0.665

min minutes, s seconds