tensorflow常见错误记录
2018-10-23 本文已影响43人
听城
- tensorflow TypeError: run() got multiple values for argument 'feed_dict'
原因分析:造成此错误的原因为:run()
函数接收的fetches参数为一个列表、元组、或者字典,此错误是因为要获取的对象被当作多个参数,正确用法:
a = tf.constant([10, 20])
b = tf.constant([1.0, 2.0])
# 'fetches' can be a singleton
v = session.run(a)
# v is the numpy array [10, 20]
# 'fetches' can be a list.
v = session.run([a, b])
# v is a Python list with 2 numpy arrays: the 1-D array [10, 20] and the
# 1-D array [1.0, 2.0]
# 'fetches' can be arbitrary lists, tuples, namedtuple, dicts:
MyData = collections.namedtuple('MyData', ['a', 'b'])
v = session.run({'k1': MyData(a, b), 'k2': [b, a]})
# v is a dict with
# v['k1'] is a MyData namedtuple with 'a' (the numpy array [10, 20]) and
# 'b' (the numpy array [1.0, 2.0])
# v['k2'] is a list with the numpy array [1.0, 2.0] and the numpy array
# [10, 20].