感谢@AlexandrePassos评论，我在TensorFlow中搜索确定性/非确定性操作.

Thanks to @AlexandrePassos comment, I search for deterministic/ non-deterministic operations in TensorFlow.

因此，目前所有使用CUDA原子并在GPU上运行的操作都是不确定的.
看到此链接: https://github.com/tensorflow/tensorflow/issues/3103

So at the moment all operations which using CUDA atomics and running on GPU, are non-deterministic.
See this link: https://github.com/tensorflow/tensorflow/issues/3103

如果有人知道在GPU上使用TensorFlow和确定性操作来实现CNN的方法，请:

If somebody knows a way to realize a CNN with TensorFlow on GPU and with deterministic operations, please: How to create a CNN with deterministic operations in TensorFlow on a GPU?