Dynamic Learning Rate in Deep CNN Model for Metastasis Detection and Classification of Histopathology Images

Algorithm 2

Pseudocode for the stochastic weight averaging (SWA).

Data: epochs, callbacks, lr

Result: SWA after predefined epochs

1 initialization;

2 whileepochs not completedo

3 ifthen

4  switchSWAdo

5   select the SWA mode

6  end

7  caseconstantdo

8   

9  end

10  casecyclicdo

11   ;

12   continue till last epoch

13  end

14 else

15  ;

16 end

17 end