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1#!/usr/bin/env python 

2# -*- coding: utf-8 -*- 

3 

4 

5"""Feedforward network for Tuberculosis Detection 

6 

7Simple feedforward network taking radiological signs in output 

8and predicting tuberculosis presence in output. 

9""" 

10 

11from torch.optim import Adam 

12from torch.nn import BCEWithLogitsLoss 

13from ...models.logistic_regression import build_logistic_regression 

14 

15 

16##### Config ##### 

17lr = 1e-2 

18 

19# model 

20model = build_logistic_regression(14) 

21 

22# optimizer 

23optimizer = Adam(model.parameters(), lr=lr) 

24 

25# criterion 

26criterion = BCEWithLogitsLoss()