Application of Convolutional Neural Network Based on Deep Learning in College English Translation Teaching Management

Table 2

Comparison of cross-entropy loss under different dropouts (Chinese-English).

Learning rate	0.2	0.5	0.7
1	5.152	4.719	4.546
2	4.624	4.176	4.052
3	4.406	3.930	3.885
4	4.251	3.765	3.800
5	4.156	3.649	3.742