LPAI—A Complete AIoT Framework Based on LPWAN Applicable to Acoustic Scene Classification Scenarios

. 2022 Dec 2;22(23):9404. doi: 10.3390/s22239404

Algorithm 2 Compression Algorithm

Input:
Use $X_{r e t r a i n}$ as the training set and a teacher model $M_{s}$ .
1:
for each epoch do
1:
Calculate the soft loss $L_{s o f t}$ .
1:
Calculate the hard loss $L_{h a r d}$ .
1:
Calculate the total loss in Equation (4).
2:
end for
3:
Output: A new student model $M_{t}$ .