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运行报错NotFoundError : Key regression/Variable not found in checkpoint

Traceback (most recent call last):

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1322, in _do_call

return fn(*args)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1307, in _run_fn

options, feed_dict, fetch_list, target_list, run_metadata)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1409, in _call_tf_sessionrun

run_metadata)

tensorflow.python.framework.errors_impl.NotFoundError: Key regression/Variable not found in checkpoint

[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]

During handling of the above exception, another exception occurred:

Traceback (most recent call last):

File "C:/Users/Invisible/PycharmProjects/mnist_testdemo/main.py", line 18, in <module>

saver.restore(sess, "mnist/data/regression.ckpt")

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\training\saver.py", line 1768, in restore

six.reraise(exception_type, exception_value, exception_traceback)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\six.py", line 693, in reraise

raise value

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\training\saver.py", line 1752, in restore

{self.saver_def.filename_tensor_name: save_path})

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\client\session.py", line 900, in run

run_metadata_ptr)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1135, in _run

feed_dict_tensor, options, run_metadata)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1316, in _do_run

run_metadata)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1335, in _do_call

raise type(e)(node_def, op, message)

tensorflow.python.framework.errors_impl.NotFoundError: Key regression/Variable not found in checkpoint

Caused by op 'save/RestoreV2', defined at:

File "C:/Users/Invisible/PycharmProjects/mnist_testdemo/main.py", line 17, in <module>

saver = tf.train.Saver(variables)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\training\saver.py", line 1284, in __init__

self.build()

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\training\saver.py", line 1296, in build

self._build(self._filename, build_save=True, build_restore=True)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\training\saver.py", line 1333, in _build

build_save=build_save, build_restore=build_restore)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\training\saver.py", line 781, in _build_internal

restore_sequentially, reshape)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\training\saver.py", line 400, in _AddRestoreOps

restore_sequentially)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\training\saver.py", line 832, in bulk_restore

return io_ops.restore_v2(filename_tensor, names, slices, dtypes)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\ops\gen_io_ops.py", line 1546, in restore_v2

shape_and_slices=shape_and_slices, dtypes=dtypes, name=name)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 787, in _apply_op_helper

op_def=op_def)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\framework\ops.py", line 3414, in create_op

op_def=op_def)

File "C:\Users\Invisible\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\framework\ops.py", line 1740, in __init__

self._traceback = self._graph._extract_stack() # pylint: disable=protected-access

NotFoundError (see above for traceback): Key regression/Variable not found in checkpoint

[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_s

慕移动2445652

2018-07-21

源自：TensorFlow与Flask结合打造手写体数字识别 3-9

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3 回答

慕雪7705910
2018-08-23

这里是TensorFlow的一个新bug

把

saver.restore(sess,"./mnist/data/convolutional.ckpt")

改成

module_file =  tf.train.latest_checkpoint('mnist/data/convolutional.ckpt')
with tf.Session() as sess:
   sess.run(tf.global_variables_initializer())
   if module_file is not None:
      saver.restore(sess, module_file)

就可以了