helperFuncs.py 文件源码

def fixSettingDictLoadedFromResultsDf(setting_dict):
    if 'hidden_layers' in setting_dict.keys():
        if type(setting_dict['hidden_layers']) == str:
            setting_dict['hidden_layers'] = ast.literal_eval(setting_dict['hidden_layers'])

    if 'optimizer' in setting_dict.keys():
        if 'GradientDescent' in setting_dict['optimizer']:
            setting_dict['optimizer'] = tf.train.GradientDescentOptimizer
        elif 'Adagrad' in setting_dict['optimizer']:
            setting_dict['optimizer'] = tf.train.AdagradOptimizer
        else:
            setting_dict['optimizer'] = tf.train.AdamOptimizer

    for setting in ['batch_size','decay_steps']:
        if setting in setting_dict.keys():
            setting_dict[setting] = int(setting_dict[setting])

    return setting_dict