Metaheuristic Algorithms for Convolution Neural Network

Table 4

Computation time and its standard deviation for design: i-2s-8c-2s-16c.

Epoch	CNN		CNNSA		CNNDE		CNNHS
	Time	Standard deviation	Time	Standard deviation	Time	Standard deviation	Time	Standard deviation
1	145.02	n/a	175.08	0.64	289.54	0.78	196.10	1.35
2	323.62	n/a	353.55	2.69	586.96	12.56	395.43	0.60
3	520.16	n/a	614.71	12.10	868.82	4.02	597.391	1.83
4	692.80	n/a	718.53	31.05	1185.49	34.95	794.43	1.70
5	729.05	n/a	885.64	12.53	1451.64	4.99	1023.72	12.51
6	879.17	n/a	1051.30	1.30	1045.26	40.62	1255.93	32.54
7	1308.21	n/a	1271.03	25.55	1554.67	7.86	1627.30	64.56
8	1455.06	n/a	1533.30	8.55	15.39	106.75	1773.92	2251
9	1392.62	n/a	1726.50	32.31	1573.52	18.42	2123.32	95.76
10	1511.74	n/a	2054.40	35.85	2619.62	37.37	2354.90	87.68