解决module ‘tensorflow‘ has no attribute ‘...‘系列

Posted 2023-03-29 TLY-101-010

解决module ‘tensorflow‘ has no attribute ‘...‘系列

• 解决module ‘tensorflow’ has no attribute ‘Session’
• 解决module ‘tensorflow’ has no attribute ‘contrib’
• 解决module ‘tensorflow’ has no attribute ‘reset_default_graph’
• 解决module 'tensorflow' has no attribute 'set_random_seed'
• 解决module 'tensorflow' has no attribute 'get_variable'
• 解决module 'tensorflow' has no attribute 'placeholder'
• 解决module 'time' has no attribute 'clock'
• 解决module 'tensorflow' has no attribute 'global_variables_initializer'
• 解决'tensorflow' 调用优化算法Adam

解决module ‘tensorflow’ has no attribute ‘Session’

原代码

// 创建一个session并运行它
sess = tf.Session()
result = sess.run(Y)
// session使用完毕，关闭它
sess.close()

修改后

// 创建一个session并运行它
sess = tf.compat.v1.Session()
result = sess.run(Y)
// session使用完毕，关闭它
sess.close()

再次修改

// 创建一个session,运行,自动关闭
with tf.compat.v1.Session() as sess:
	result = sess.run(Y)

解决module ‘tensorflow’ has no attribute ‘contrib’

针对：tf.contrib.layers.variance_scaling_initializer
原代码

tf.contrib.layers.variance_scaling_initializer()

修改后

tf.initializers.GlorotUniform()

解决module ‘tensorflow’ has no attribute ‘reset_default_graph’

原代码

tf.reset_default_graph()

修改后

tf.compat.v1.reset_default_graph()

解决module ‘tensorflow’ has no attribute ‘set_random_seed’

原代码

tf.set_random_seed(1)

修改后

tf.random.set_seed(1)

解决module ‘tensorflow’ has no attribute ‘get_variable’

原代码

tf.get_variable()

修改后

tf.compat.v1.get_variable()

解决module ‘tensorflow’ has no attribute ‘placeholder’

原代码

tf.placeholder()

修改后

tf.compat.v1.placeholder()

解决module ‘time’ has no attribute ‘clock’

原代码

time.clock()

修改后

time.perf_counter()
//或者
time.process_time()

解决module ‘tensorflow’ has no attribute ‘global_variables_initializer’

原代码

tf.global_variables_initializer()

修改后

tf.compat.v1.global_variables_initializer()

解决’tensorflow’ 调用优化算法Adam

原代码

tf.train.AdamOptimizer

修改后

tf.compat.v1.train.AdamOptimizer

成功解决AttributeError: module ‘tensorflow‘ has no attribute ‘reset_default_graph‘daiding

 成功解决AttributeError: module \'tensorflow\' has no attribute \'reset_default_graph\'daiding

目录

解决问题

解决思路

解决方法

T1、采用tensorflow.python法

T2、还原为tf.compat.v1

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解决问题

    tf.reset_default_graph()
AttributeError: module \'tensor