ValueError异常（“不提供变量”。）在optimize.py

的apply_gradients在optimizer.py，代码段的第一部分是ValueError异常（“不提供变量”。）在optimize.py

def apply_gradients(self, grads_and_vars, global_step=None, name=None): 

    grads_and_vars = tuple(grads_and_vars) # Make sure repeat iteration works. 
    if not grads_and_vars: 
     raise ValueError("No variables provided.")

运行我的程序，我得到了由此引起的特定错误的错误消息。然后我打印出tuple(grads_and_vars)，其中一部分是。我不知道为什么它会导致no variables provided的错误。

((<tf.Tensor 'Optimizer/training/clip_by_global_norm/Optimizer/training/clip_by_global_norm/_0:0' shape=(3, 3, 3, 64) dtype=float32>, <tensorflow.python.ops.variables.Variable object at 0x2afc746b5c50>), (<tf.Tensor 'Optimizer/training/clip_by_global_norm/Optimizer/training/clip_by_global_norm/_1:0' shape=(64,) dtype=float32>, <tensorflow.python.ops.variables.Variable object at 0x2affd48189b0>), (<tf.Tensor 'Optimizer/training/clip_by_global_norm/Optimizer/training/clip_by_global_norm/_2:0' shape=(3, 3, 64, 64) dtype=float32>, <tensorflow.python.ops.variables.Variable object at 0x2affd486d940>), (<tf.Tensor 'Optimizer/training/clip_by_global_norm/Optimizer/training/clip_by_global_norm/_3:0' shape=(64,) dtype=float32>, <tensorflow.python.ops.variables.Variable object at 0x2affd488cf98>), (<tf.Tensor 'Optimizer/training/clip_by_global_norm/Optimizer/training/clip_by_global_norm/_4:0' shape=(3, 3, 64, 128) dtype=float32>, <tensorflow.python.ops.variables.Variable object at 0x2afc746b5d68>), (<tf.Tensor 'Optimizer/training/clip_by_global_norm/Optimizer/training/clip_by_global_norm/_5:0' shape=(128,) dtype=float32>, <tensorflow.python.ops.variables.Variable object at 0x2affd48f4278>), (<tf.Tensor 'Optimizer/training/clip_by_global_norm/Optimizer/training/clip_by_global_norm/_6:0' shape=(3, 3, 128, 128) dtype=float32>, <tensorflow.python.ops.variables.Variable object at 0x2affd4915e10>),

来源

2017-04-04 user297850

你能提供你所运行的模型的某些方面？你有哪些变量，以及这个apply_gradients操作的是哪个变量？ –

您是否找到解决方案？我也有同样的错误。 – user3104352

在你的情况，也许你应该尝试grads_and_vars =名单（ZIP（毕业生，var_list））

来源

2017-07-10 23:25:05 user3104352

ValueError异常（“不提供变量”。）在optimize.py

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