[Python] Cannot restore model in tensorflow [duplicate]

I'm initializing the saver with

self.saver = tf.train.Saver()


at the end of the graph construction. Then I save my model with

self.saver.save(sess, self.data_batch.params.LOG_DIR + "model", global_step=epoch)


Finally i try to restore it with :

with tf.Session(graph=self.graph, config=self.proto_config) as sess:
if restore:

self.saver.restore(sess, "./" + self.data_batch.params.LOG_DIR)

else:
self.init.run()


my folder structure looks like this:

-Main directory
--main
--Logs/
---checkpoint
---events.out.tfevents.1528047461.Ublion18
---model-0.data-00000-of-00001
---model-0.index
---model-0.meta
---params

Error


The error is the following:

Caused by op 'save/RestoreV2', defined at:
File "/home/dizzi/Work/PycharmProjects/NLP/HomeWork2/main.py", line 22, in <module>
model.init_graph()
File "/home/dizzi/Work/PycharmProjects/NLP/HomeWork2/Classes/Model.py", line 293, in init_graph
self.saver = tf.train.Saver()
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1311, in __init__
self.build()
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1320, in build
self._build(self._filename, build_save=True, build_restore=True)
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1357, in _build
build_save=build_save, build_restore=build_restore)
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 809, in _build_internal
restore_sequentially, reshape)
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 448, in _AddRestoreOps
restore_sequentially)
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 860, in bulk_restore
return io_ops.restore_v2(filename_tensor, names, slices, dtypes)
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/ops/gen_io_ops.py", line 1458, in restore_v2
shape_and_slices=shape_and_slices, dtypes=dtypes, name=name)
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3290, in create_op
op_def=op_def)
File "/home/dizzi/anaconda3/envs/NLP/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1654, in __init__
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access

NotFoundError (see above for traceback): Unsuccessful TensorSliceReader constructor: Failed to find any matching files for ./Logs/
[[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], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]
[[Node: save/RestoreV2/_15 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_20_save/RestoreV2", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

What I Tried

• Putting "./" before Logs resulting in "./Logs/"
• Using relative path ending with both "Logs" and "Logs/"
• Using absolute path ending with both "Logs" and "Logs/"
• Using absolute/relative path with "Logs/checkpoint", yields bad magic number error
• Using ckpt = tf.train.get_checkpoint_state(path_to_your_checkpoint) and saver.restore(sess, ckpt.model_checkpoint_path), without giving self.graph to the tf.Session
• Remove events and params

Tensorflow Version


tf.__version__
Out[3]: '1.7.0'

Operating system


uname -a
Linux Ublion18 4.13.0-43-generic #48~16.04.1-Ubuntu SMP Thu May 17 12:56:46 UTC 2018 x86_64 x86_64 x86_64 GNU/Linux


Can someone help me please?

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