2017-10-11 15 views
0

私は次のコードを使用して、tensorflowを使用して、いくつかの.wavファイルを読み込むしようとしている:私は使用して、Python 3.5環境でtensorflowを実行しているTensorFlow - tf.train.match_filenames_onceを使用してFailedPreconditionError()

import tensorflow as tf 

filenames = tf.train.match_filenames_once('audio_dataset/*.wav') 
count_num_files = tf.size(filenames) 
filename_queue = tf.train.string_input_producer(filenames) 
reader = tf.WholeFileReader() 
filename, file_contents = reader.read(filename_queue) 

with tf.Session() as sess: 
    sess.run(tf.global_variables_initializer()) 
    num_files = sess.run(count_num_files) 

    coord = tf.train.Coordinator() 
    threads = tf.train.start_queue_runners(coord=coord) 

    for i in range(num_files): 
     audio_file = sess.run(filename) 
     print(audio_file) 

Jupyter notebook

オーディオファイルを読み込むために、私はを使用する依存関係Bregman Toolkitを使用する必要があります。

ドキュメント​​は、あなたがやって、python 3Xと一緒python 2.Xカーネルを設定することができますことを言う:私は

$ python2 -m pip install ipykernel 

$ python2 -m -ipykernel install --user 

。 Jupyterは、2.Xまたは3.Xカーネルのいずれかを起動するオプションを持つようになりました。

が、私は、コードを実行しようとすると、すべてのセットアップ後に、私はこの長いトレースバックを得る:

--------------------------------------------------------------------------- 
FailedPreconditionError     Traceback (most recent call last) 
/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/client/session.py in _do_call(self, fn, *args) 
    1038  try: 
-> 1039  return fn(*args) 
    1040  except errors.OpError as e: 

/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/client/session.py in _run_fn(session, feed_dict, fetch_list, target_list, options, run_metadata) 
    1020         feed_dict, fetch_list, target_list, 
-> 1021         status, run_metadata) 
    1022 

/Users/me/anaconda/envs/py35/lib/python3.5/contextlib.py in __exit__(self, type, value, traceback) 
    65    try: 
---> 66     next(self.gen) 
    67    except StopIteration: 

/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/framework/errors_impl.py in raise_exception_on_not_ok_status() 
    465   compat.as_text(pywrap_tensorflow.TF_Message(status)), 
--> 466   pywrap_tensorflow.TF_GetCode(status)) 
    467 finally: 

FailedPreconditionError: Attempting to use uninitialized value matching_filenames_7 
    [[Node: matching_filenames_7/read = Identity[T=DT_STRING, _class=["loc:@matching_filenames_7"], _device="/job:localhost/replica:0/task:0/cpu:0"](matching_filenames_7)]] 

During handling of the above exception, another exception occurred: 

FailedPreconditionError     Traceback (most recent call last) 
<ipython-input-12-a6f1ad8baaa4> in <module>() 
     9 with tf.Session() as sess: 
    10  sess.run(tf.global_variables_initializer()) 
---> 11  num_files = sess.run(count_num_files) 
    12 
    13  coord = tf.train.Coordinator() 

/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/client/session.py in run(self, fetches, feed_dict, options, run_metadata) 
    776  try: 
    777  result = self._run(None, fetches, feed_dict, options_ptr, 
--> 778       run_metadata_ptr) 
    779  if run_metadata: 
    780   proto_data = tf_session.TF_GetBuffer(run_metadata_ptr) 

/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/client/session.py in _run(self, handle, fetches, feed_dict, options, run_metadata) 
    980  if final_fetches or final_targets: 
    981  results = self._do_run(handle, final_targets, final_fetches, 
--> 982        feed_dict_string, options, run_metadata) 
    983  else: 
    984  results = [] 

/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/client/session.py in _do_run(self, handle, target_list, fetch_list, feed_dict, options, run_metadata) 
    1030  if handle is None: 
    1031  return self._do_call(_run_fn, self._session, feed_dict, fetch_list, 
-> 1032       target_list, options, run_metadata) 
    1033  else: 
    1034  return self._do_call(_prun_fn, self._session, handle, feed_dict, 

/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/client/session.py in _do_call(self, fn, *args) 
    1050   except KeyError: 
    1051   pass 
-> 1052  raise type(e)(node_def, op, message) 
    1053 
    1054 def _extend_graph(self): 

FailedPreconditionError: Attempting to use uninitialized value matching_filenames_7 
    [[Node: matching_filenames_7/read = Identity[T=DT_STRING, _class=["loc:@matching_filenames_7"], _device="/job:localhost/replica:0/task:0/cpu:0"](matching_filenames_7)]] 

Caused by op 'matching_filenames_7/read', defined at: 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/runpy.py", line 193, in _run_module_as_main 
    "__main__", mod_spec) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/runpy.py", line 85, in _run_code 
    exec(code, run_globals) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/ipykernel_launcher.py", line 16, in <module> 
    app.launch_new_instance() 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/traitlets/config/application.py", line 658, in launch_instance 
    app.start() 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/ipykernel/kernelapp.py", line 477, in start 
    ioloop.IOLoop.instance().start() 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/zmq/eventloop/ioloop.py", line 177, in start 
    super(ZMQIOLoop, self).start() 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tornado/ioloop.py", line 888, in start 
    handler_func(fd_obj, events) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tornado/stack_context.py", line 277, in null_wrapper 
    return fn(*args, **kwargs) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/zmq/eventloop/zmqstream.py", line 440, in _handle_events 
    self._handle_recv() 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/zmq/eventloop/zmqstream.py", line 472, in _handle_recv 
    self._run_callback(callback, msg) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/zmq/eventloop/zmqstream.py", line 414, in _run_callback 
    callback(*args, **kwargs) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tornado/stack_context.py", line 277, in null_wrapper 
    return fn(*args, **kwargs) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/ipykernel/kernelbase.py", line 283, in dispatcher 
    return self.dispatch_shell(stream, msg) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/ipykernel/kernelbase.py", line 235, in dispatch_shell 
    handler(stream, idents, msg) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/ipykernel/kernelbase.py", line 399, in execute_request 
    user_expressions, allow_stdin) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/ipykernel/ipkernel.py", line 196, in do_execute 
    res = shell.run_cell(code, store_history=store_history, silent=silent) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/ipykernel/zmqshell.py", line 533, in run_cell 
    return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/IPython/core/interactiveshell.py", line 2717, in run_cell 
    interactivity=interactivity, compiler=compiler, result=result) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/IPython/core/interactiveshell.py", line 2821, in run_ast_nodes 
    if self.run_code(code, result): 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/IPython/core/interactiveshell.py", line 2881, in run_code 
    exec(code_obj, self.user_global_ns, self.user_ns) 
    File "<ipython-input-12-a6f1ad8baaa4>", line 3, in <module> 
    filenames = tf.train.match_filenames_once('audio_dataset/*.wav') 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/training/input.py", line 68, in match_filenames_once 
    collections=[ops.GraphKeys.LOCAL_VARIABLES]) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/ops/variables.py", line 197, in __init__ 
    expected_shape=expected_shape) 
    File "/Users/meme/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/ops/variables.py", line 316, in _init_from_args 
    self._snapshot = array_ops.identity(self._variable, name="read") 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/ops/gen_array_ops.py", line 1338, in identity 
    result = _op_def_lib.apply_op("Identity", input=input, name=name) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/framework/op_def_library.py", line 768, in apply_op 
    op_def=op_def) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 2336, in create_op 
    original_op=self._default_original_op, op_def=op_def) 
    File "/Users/me/anaconda/envs/py35/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 1228, in __init__ 
    self._traceback = _extract_stack() 

FailedPreconditionError (see above for traceback): Attempting to use uninitialized value matching_filenames_7 
    [[Node: matching_filenames_7/read = Identity[T=DT_STRING, _class=["loc:@matching_filenames_7"], _device="/job:localhost/replica:0/task:0/cpu:0"](matching_filenames_7)]] 

誰もが正しい方向に私を指すしてくださいすることができますか?私はあなたに新しいとやや簡単な方法を表示したいのですが、しかし

threads = tf.train.start_queue_runners(coord=coord) 

:この行の前に...

sess.run(tf.global_variables_initializer()) 

答えて

1

即時修正は、以下の行を追加することですtf.contrib.data API(TensorFlow 1.3で利用可能で、TensorFlow 1.4ではtf.dataになります)を使用してプログラムを書きます:

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