Intelligent Analysis of Hydraulic Concrete Vibration Time Based on Convolutional Neural Network

Table 2

Concrete vibration time analysis system training parameter and result.

No	Convolutional kernel	Batch size	Epoch	Test accuracy
1	3 × 3	16	20	0.7975
2	3 × 3	32	20	0.85625
3	3 × 3	64	20	0.75375
4	7 × 7	16	20	0.915
5	7 × 7	32	20	0.91875
6	7 × 7	64	20	0.90625
7	7 × 7	16	30	0.9025
8	7 × 7	32	30	0.91375
9	7 × 7	64	30	0.875
10	11 × 11	16	20	0.87875
11	11 × 11	32	20	0.89375
12	11 × 11	64	20	0.905