我无法使用tf.restore恢复预训练的模型 我已将模型添加到models目录中，并且仅将其作为还原命令中的目录名称。 主要错误是“在检查点中找不到关键变量”。 保存：
savePath = saver.save(sess, "/home/dakshita/friends/models/pretrained_seq2seq.ckpt", global_step=i)
还原：
with tf.Session()as sess:
saver = tf.train.Saver()
saver = tf.train.import_meta_graph('/home/dakshita/friends/models/pretrained_seq2seq.ckpt-25000.meta')
saver.restore(sess, tf.train.latest_checkpoint('/home/dakshita/friends/models'))
错误：
2018-07-18 16:37:25.045960: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at save_restore_v2_ops.cc:184 : Not found: Key Variable not found in checkpoint
Traceback (most recent call last):
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1322, in _do_call
return fn(*args)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1307, in _run_fn
options, feed_dict, fetch_list, target_list, run_metadata)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1409, in _call_tf_sessionrun
run_metadata)
tensorflow.python.framework.errors_impl.NotFoundError: Key Variable not found in checkpoint
[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, 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 "/home/dakshita/PycharmProjects/LSTM/DictCreation.py", line 429, in <module>
saver.restore(sess, tf.train.latest_checkpoint('/home/dakshita/friends/models'))
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1802, in restore
{self.saver_def.filename_tensor_name: save_path})
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 900, in run
run_metadata_ptr)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1135, in _run
feed_dict_tensor, options, run_metadata)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1316, in _do_run
run_metadata)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/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 Variable not found in checkpoint
[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, 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)]]
Caused by op 'save/RestoreV2', defined at:
File "/home/dakshita/PycharmProjects/LSTM/DictCreation.py", line 427, in <module>
saver = tf.train.Saver()
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1338, in __init__
self.build()
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1347, in build
self._build(self._filename, build_save=True, build_restore=True)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1384, in _build
build_save=build_save, build_restore=build_restore)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 835, in _build_internal
restore_sequentially, reshape)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 472, in _AddRestoreOps
restore_sequentially)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 886, in bulk_restore
return io_ops.restore_v2(filename_tensor, names, slices, dtypes)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/ops/gen_io_ops.py", line 1463, in restore_v2
shape_and_slices=shape_and_slices, dtypes=dtypes, name=name)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3392, in create_op
op_def=op_def)
File "/home/dakshita/miniconda2/envs/heymojo3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1718, in __init__
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access
NotFoundError (see above for traceback): Key Variable not found in checkpoint
[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, 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)]]