mainLoop.py 文件源码

def test(self):
        self.model.best_params = [(x.name, x.get_value()) for x in
                                  self.model.params]
        numpy.savez(self.state['prefix'] + '_best_params',
                    **dict(self.model.best_params))
        self.state['best_params_pos'] = self.step
        if self.test_data is not None:
            rvals = self.model.validate(self.test_data)
        else:
            rvals = []
        msg = '>>>         Test'
        pos = self.step // self.state['validFreq']
        for k, v in rvals:
            msg = msg + ' ' + k + ':%6.3f ' % v
            self.timings['test' + k][pos] = float(v)
            self.state['test' + k] = float(v)
        print msg
        self.state['testtime'] = float(time.time()-self.start_time)/60.