这个错误是最新的错误哈，目前只在tensorflow上的github仓库上面有提出，所以你在百度上面找不到。
是个tensorflow的bug十天前提出的，只有github仓库上一个地方有提出。
NotFoundError (see above for traceback): Unsuccessful TensorSliceReader constructor:
Failed to find any matching files for xxx
Traceback (most recent call last): File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1022, in _do_call return fn(*args) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1004, in _run_fn status, run_metadata) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\contextlib.py", line 66, in __exit__ next(self.gen) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\framework\errors_impl.py", line 466, in raise_exception_on_not_ok_status pywrap_tensorflow.TF_GetCode(status)) tensorflow.python.framework.errors_impl.NotFoundError: Unsuccessful TensorSliceReader constructor: Failed to find any matching files for D://model.ckpt [[Node: save_1/RestoreV2_10 = RestoreV2[dtypes=[DT_FLOAT], _device="/job:localhost/replica:0/task:0/cpu:0"](_recv_save_1/Const_0, save_1/RestoreV2_10/tensor_names, save_1/RestoreV2_10/shape_and_slices)]] During handling of the above exception, another exception occurred: Traceback (most recent call last): File "F:/DeepStock/DeepStock/testCapacity.py", line 77, in <module> prediction(out) File "F:/DeepStock/DeepStock/testCapacity.py", line 63, in prediction saver.restore(sess, 'D://model.ckpt') File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 1428, in restore {self.saver_def.filename_tensor_name: save_path}) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 767, in run run_metadata_ptr) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 965, in _run feed_dict_string, options, run_metadata) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1015, in _do_run target_list, options, run_metadata) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1035, in _do_call raise type(e)(node_def, op, message) tensorflow.python.framework.errors_impl.NotFoundError: Unsuccessful TensorSliceReader constructor: Failed to find any matching files for D://model.ckpt [[Node: save_1/RestoreV2_10 = RestoreV2[dtypes=[DT_FLOAT], _device="/job:localhost/replica:0/task:0/cpu:0"](_recv_save_1/Const_0, save_1/RestoreV2_10/tensor_names, save_1/RestoreV2_10/shape_and_slices)]] Caused by op 'save_1/RestoreV2_10', defined at: File "F:/DeepStock/DeepStock/testCapacity.py", line 77, in <module> prediction(out) File "F:/DeepStock/DeepStock/testCapacity.py", line 60, in prediction saver = tf.train.Saver(tf.global_variables()) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 1040, in __init__ self.build() File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 1070, in build restore_sequentially=self._restore_sequentially) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 675, in build restore_sequentially, reshape) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 402, in _AddRestoreOps tensors = self.restore_op(filename_tensor, saveable, preferred_shard) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 242, in restore_op [spec.tensor.dtype])[0]) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\ops\gen_io_ops.py", line 668, in restore_v2 dtypes=dtypes, name=name) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 763, in apply_op op_def=op_def) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\framework\ops.py", line 2327, in create_op original_op=self._default_original_op, op_def=op_def) File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\framework\ops.py", line 1226, in __init__ self._traceback = _extract_stack() NotFoundError (see above for traceback): Unsuccessful TensorSliceReader constructor: Failed to find any matching files for D://model.ckpt [[Node: save_1/RestoreV2_10 = RestoreV2[dtypes=[DT_FLOAT], _device="/job:localhost/replica:0/task:0/cpu:0"](_recv_save_1/Const_0, save_1/RestoreV2_10/tensor_names, save_1/RestoreV2_10/shape_and_slices)]]
改之前代码：
saver.restore(sess, 'D://model.ckpt')将前面加上个点斜杠就好了。
saver.restore(sess, 'D://./model.ckpt')
如果你目录太复杂实在搞不明白用这个（默认加载checkout 文件中的最新的保存的数据）：
module_file = tf.train.latest_checkpoint('E://deeplearning-master/deeplearning-master/tensorflow-program/save/') with tf.Session() as sess: sess.run(tf.global_variables_initializer()) if module_file is not None: saver.restore(sess, module_file)
