Metaheuristic Algorithms for Convolution Neural Network

Table 2

Computation time and its standard deviation for design: i-2s-6c-2s-12c.

Epoch	CNN		CNNSA		CNNDE		CNNHS
	Time	Standard deviation	Time	Standard deviation	Time	Standard deviation	Time	Standard deviation
1	93.21	n/a	117.48	1.12	138.58	0.90	160.92	0.85
2	225.05	n/a	243.43	9.90	278.08	1.66	370.59	5.87
3	318.84	n/a	356.49	1.96	414.64	2.43	414.13	0.63
4	379.44	n/a	479.83	1.95	551.39	2.28	554.51	0.73
5	479.04	n/a	596.35	4.08	533.21	1.42	692.90	2.90
6	576.38	n/a	721.48	1.48	640.30	6.19	829.56	1.95
7	676.57	n/a	839.55	1.19	744.89	3.98	968.18	1.97
8	768.24	n/a	960.69	1.74	852.74	4.48	1105.2	1.39
9	855.85	n/a	1082.18	2.54	957.89	5.78	1245.54	4.96
10	954.54	n/a	1202.52	2.08	1373.1	1.51	1623.13	4.36