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Table 1 Loss errors of different epochs when the number of test sets was 10

From: Research on structural sound source localization method by neural network

When the number of test sets was 10

The epoch times

100

150

200

500

1000

   Train loss

4.55e−2

3.62e−2

2.94e−2

2.92e−2

2.91e−2

   Test loss

4.51e−2

3.60e−2

2.94e−2

2.91e−2

2.91e−2

The epoch times

5000

10,000

50,000

100,000

200,000

   Train loss

2.62e−2

1.04e−2

3.86e−3

1.05e−3

1.49e−3

   Test loss

2.65e−2

9.87e−3

5.69e−3

6.82e−3

5.71e−3