tensorflow.python.framework.errors_impl.NotFoundError: Key is_training not found in checkpoint

[luhawk803]

Hi Mr.Brightmart @brightmart when I try to run fast text, I got an error like this.

I try to run a01_FastText, steps:

1. python p6_fastTextB_train_multilabel.py everything works fine, then I got fast_text_checkpoint_multi folder with file tree like following: fast_text_checkpoint_multi ├── checkpoint ├── model.ckpt-5.data-00000-of-00001 ├── model.ckpt-5.index ├── model.ckpt-5.meta ├── model.ckpt-6.data-00000-of-00001 ├── model.ckpt-6.index ├── model.ckpt-6.meta ├── model.ckpt-7.data-00000-of-00001 ├── model.ckpt-7.index ├── model.ckpt-7.meta ├── model.ckpt-8.data-00000-of-00001 ├── model.ckpt-8.index ├── model.ckpt-8.meta ├── model.ckpt-9.data-00000-of-00001 ├── model.ckpt-9.index └── model.ckpt-9.meta

2. I try to run python p5_fastTextB_predict_multilabel.py I got following errors:

started...
ended...
('cache_path:', 'cache_vocabulary_label_pik/_word_voabulary.pik', 'file_exists:', True)
('vocab_size:', 142040)
('create_voabulary_label_sorted.started.traning_data_path:', 'train-zhihu4-only-title-all.txt')
('length of total question lists:', 0)
('number_examples:', 0)
start padding....
end padding...
2019-03-21 12:12:45.623531: I tensorflow/core/platform/cpu_feature_guard.cc:140] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 AVX512F FMA
Restoring Variables from Checkpoint
$$$        fast_text_checkpoint_multi/model.ckpt-9
2019-03-21 12:12:45.669992: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at save_restore_v2_ops.cc:184 : Not found: Key is_training not found in checkpoint
Traceback (most recent call last):
  File "p5_fastTextB_predict_multilabel.py", line 101, in <module>
    tf.app.run()
  File "/usr/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 126, in run
    _sys.exit(main(argv))
  File "p5_fastTextB_predict_multilabel.py", line 66, in main
    saver.restore(sess,tf.train.latest_checkpoint(FLAGS.ckpt_dir))
  File "/usr/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1802, in restore
    {self.saver_def.filename_tensor_name: save_path})
  File "/usr/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 900, in run
    run_metadata_ptr)
  File "/usr/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1135, in _run
    feed_dict_tensor, options, run_metadata)
  File "/usr/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1316, in _do_run
    run_metadata)
  File "/usr/lib/python2.7/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 is_training not found in checkpoint
	 [[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_INT32, DT_INT32, DT_INT32, DT_FLOAT, DT_FLOAT, DT_BOOL], _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 u'save/RestoreV2', defined at:
  File "p5_fastTextB_predict_multilabel.py", line 101, in <module>
    tf.app.run()
  File "/usr/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 126, in run
    _sys.exit(main(argv))
  File "p5_fastTextB_predict_multilabel.py", line 62, in main
    saver=tf.train.Saver()
  File "/usr/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1338, in __init__
    self.build()
  File "/usr/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1347, in build
    self._build(self._filename, build_save=True, build_restore=True)
  File "/usr/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1384, in _build
    build_save=build_save, build_restore=build_restore)
  File "/usr/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 835, in _build_internal
    restore_sequentially, reshape)
  File "/usr/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 472, in _AddRestoreOps
    restore_sequentially)
  File "/usr/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 886, in bulk_restore
    return io_ops.restore_v2(filename_tensor, names, slices, dtypes)
  File "/usr/lib/python2.7/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 "/usr/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
    op_def=op_def)
  File "/usr/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 3392, in create_op
    op_def=op_def)
  File "/usr/lib/python2.7/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 is_training not found in checkpoint
	 [[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_INT32, DT_INT32, DT_INT32, DT_FLOAT, DT_FLOAT, DT_BOOL], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]

Could you help me with this, thanks ahead.