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- InvalidArgumentError Traceback (most recent call last)
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\client\session.py in _do_call(self, fn, *args)
- 1021 try:
- -> 1022 return fn(*args)
- 1023 except errors.OpError as e:
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\client\session.py in _run_fn(session, feed_dict, fetch_list, target_list, options, run_metadata)
- 1003 feed_dict, fetch_list, target_list,
- -> 1004 status, run_metadata)
- 1005
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\contextlib.py in __exit__(self, type, value, traceback)
- 65 try:
- ---> 66 next(self.gen)
- 67 except StopIteration:
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\errors_impl.py in raise_exception_on_not_ok_status()
- 468 compat.as_text(pywrap_tensorflow.TF_Message(status)),
- --> 469 pywrap_tensorflow.TF_GetCode(status))
- 470 finally:
- InvalidArgumentError: Duplicate tag Momentum/Conv2D/W found in summary inputs
- [[Node: Merge_1/MergeSummary = MergeSummary[N=68, _device="/job:localhost/replica:0/task:0/cpu:0"](Loss, Momentum/Loss/raw, Momentum/Conv2D/W, Momentum/Conv2D/b, Momentum/Conv2D_1/W, Momentum/Conv2D_1/b, Momentum/Conv2D_2/W, Momentum/Conv2D_2/b, Momentum/Conv2D_3/W, Momentum/Conv2D_3/b, Momentum/Conv2D_4/W, Momentum/Conv2D_4/b, Momentum/FullyConnected/W, Momentum/FullyConnected/b, Momentum/FullyConnected_1/W, Momentum/FullyConnected_1/b, Momentum/FullyConnected_2/W, Momentum/FullyConnected_2/b, Conv2D/W/Gradients, Conv2D/b/Gradients, Conv2D_1/W/Gradients, Conv2D_1/b/Gradients, Conv2D_2/W/Gradients, Conv2D_2/b/Gradients, Conv2D_3/W/Gradients, Conv2D_3/b/Gradients, Conv2D_4/W/Gradients, Conv2D_4/b/Gradients, FullyConnected/W/Gradients, FullyConnected/b/Gradients, FullyConnected_1/W/Gradients, FullyConnected_1/b/Gradients, FullyConnected_2/W/Gradients, FullyConnected_2/b/Gradients, Momentum/Conv2D/W, Momentum/Conv2D/b, Momentum/Conv2D_1/W, Momentum/Conv2D_1/b, Momentum/Conv2D_2/W, Momentum/Conv2D_2/b, Momentum/Conv2D_3/W, Momentum/Conv2D_3/b, Momentum/Conv2D_4/W, Momentum/Conv2D_4/b, Momentum/FullyConnected/W, Momentum/FullyConnected/b, Momentum/FullyConnected_1/W, Momentum/FullyConnected_1/b, Momentum/FullyConnected_2/W, Momentum/FullyConnected_2/b, Conv2D/W/Gradients, Conv2D/b/Gradients, Conv2D_1/W/Gradients, Conv2D_1/b/Gradients, Conv2D_2/W/Gradients, Conv2D_2/b/Gradients, Conv2D_3/W/Gradients, Conv2D_3/b/Gradients, Conv2D_4/W/Gradients, Conv2D_4/b/Gradients, FullyConnected/W/Gradients, FullyConnected/b/Gradients, FullyConnected_1/W/Gradients, FullyConnected_1/b/Gradients, FullyConnected_2/W/Gradients, FullyConnected_2/b/Gradients, Accuracy/__raw_, Accuracy)]]
- During handling of the above exception, another exception occurred:
- InvalidArgumentError Traceback (most recent call last)
- <ipython-input-10-2be8b6321ff2> in <module>()
- 4 model.fit(training_data, b, n_epoch=1000, validation_set=(test_images, test_labels),
- 5 shuffle=True, show_metric=True, batch_size=64, snapshot_step=200,
- ----> 6 snapshot_epoch=False, run_id='alexnet_test')
- 7
- 8 correct_prediction = tf.equal(training_data, b)
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tflearn\models\dnn.py in fit(self, X_inputs, Y_targets, n_epoch, validation_set, show_metric, batch_size, shuffle, snapshot_epoch, snapshot_step, excl_trainops, validation_batch_size, run_id, callbacks)
- 213 excl_trainops=excl_trainops,
- 214 run_id=run_id,
- --> 215 callbacks=callbacks)
- 216
- 217 def predict(self, X):
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tflearn\helpers\trainer.py in fit(self, feed_dicts, n_epoch, val_feed_dicts, show_metric, snapshot_step, snapshot_epoch, shuffle_all, dprep_dict, daug_dict, excl_trainops, run_id, callbacks)
- 331 (bool(self.best_checkpoint_path) | snapshot_epoch),
- 332 snapshot_step,
- --> 333 show_metric)
- 334
- 335 # Update training state
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tflearn\helpers\trainer.py in _train(self, training_step, snapshot_epoch, snapshot_step, show_metric)
- 772 tflearn.is_training(True, session=self.session)
- 773 _, train_summ_str = self.session.run([self.train, self.summ_op],
- --> 774 feed_batch)
- 775
- 776 # Retrieve loss value from summary string
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\client\session.py in run(self, fetches, feed_dict, options, run_metadata)
- 765 try:
- 766 result = self._run(None, fetches, feed_dict, options_ptr,
- --> 767 run_metadata_ptr)
- 768 if run_metadata:
- 769 proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\client\session.py in _run(self, handle, fetches, feed_dict, options, run_metadata)
- 963 if final_fetches or final_targets:
- 964 results = self._do_run(handle, final_targets, final_fetches,
- --> 965 feed_dict_string, options, run_metadata)
- 966 else:
- 967 results = []
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\client\session.py in _do_run(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)
- 1013 if handle is None:
- 1014 return self._do_call(_run_fn, self._session, feed_dict, fetch_list,
- -> 1015 target_list, options, run_metadata)
- 1016 else:
- 1017 return self._do_call(_prun_fn, self._session, handle, feed_dict,
- C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\client\session.py in _do_call(self, fn, *args)
- 1033 except KeyError:
- 1034 pass
- -> 1035 raise type(e)(node_def, op, message)
- 1036
- 1037 def _extend_graph(self):
- InvalidArgumentError: Duplicate tag Momentum/Conv2D/W found in summary inputs
- [[Node: Merge_1/MergeSummary = MergeSummary[N=68, _device="/job:localhost/replica:0/task:0/cpu:0"](Loss, Momentum/Loss/raw, Momentum/Conv2D/W, Momentum/Conv2D/b, Momentum/Conv2D_1/W, Momentum/Conv2D_1/b, Momentum/Conv2D_2/W, Momentum/Conv2D_2/b, Momentum/Conv2D_3/W, Momentum/Conv2D_3/b, Momentum/Conv2D_4/W, Momentum/Conv2D_4/b, Momentum/FullyConnected/W, Momentum/FullyConnected/b, Momentum/FullyConnected_1/W, Momentum/FullyConnected_1/b, Momentum/FullyConnected_2/W, Momentum/FullyConnected_2/b, Conv2D/W/Gradients, Conv2D/b/Gradients, Conv2D_1/W/Gradients, Conv2D_1/b/Gradients, Conv2D_2/W/Gradients, Conv2D_2/b/Gradients, Conv2D_3/W/Gradients, Conv2D_3/b/Gradients, Conv2D_4/W/Gradients, Conv2D_4/b/Gradients, FullyConnected/W/Gradients, FullyConnected/b/Gradients, FullyConnected_1/W/Gradients, FullyConnected_1/b/Gradients, FullyConnected_2/W/Gradients, FullyConnected_2/b/Gradients, Momentum/Conv2D/W, Momentum/Conv2D/b, Momentum/Conv2D_1/W, Momentum/Conv2D_1/b, Momentum/Conv2D_2/W, Momentum/Conv2D_2/b, Momentum/Conv2D_3/W, Momentum/Conv2D_3/b, Momentum/Conv2D_4/W, Momentum/Conv2D_4/b, Momentum/FullyConnected/W, Momentum/FullyConnected/b, Momentum/FullyConnected_1/W, Momentum/FullyConnected_1/b, Momentum/FullyConnected_2/W, Momentum/FullyConnected_2/b, Conv2D/W/Gradients, Conv2D/b/Gradients, Conv2D_1/W/Gradients, Conv2D_1/b/Gradients, Conv2D_2/W/Gradients, Conv2D_2/b/Gradients, Conv2D_3/W/Gradients, Conv2D_3/b/Gradients, Conv2D_4/W/Gradients, Conv2D_4/b/Gradients, FullyConnected/W/Gradients, FullyConnected/b/Gradients, FullyConnected_1/W/Gradients, FullyConnected_1/b/Gradients, FullyConnected_2/W/Gradients, FullyConnected_2/b/Gradients, Accuracy/__raw_, Accuracy)]]
- Caused by op 'Merge_1/MergeSummary', defined at:
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\runpy.py", line 193, in _run_module_as_main
- "__main__", mod_spec)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\runpy.py", line 85, in _run_code
- exec(code, run_globals)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\ipykernel_launcher.py", line 16, in <module>
- app.launch_new_instance()
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\traitlets\config\application.py", line 658, in launch_instance
- app.start()
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\ipykernel\kernelapp.py", line 477, in start
- ioloop.IOLoop.instance().start()
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\zmq\eventloop\ioloop.py", line 177, in start
- super(ZMQIOLoop, self).start()
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tornado\ioloop.py", line 887, in start
- handler_func(fd_obj, events)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tornado\stack_context.py", line 275, in null_wrapper
- return fn(*args, **kwargs)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\zmq\eventloop\zmqstream.py", line 440, in _handle_events
- self._handle_recv()
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\zmq\eventloop\zmqstream.py", line 472, in _handle_recv
- self._run_callback(callback, msg)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\zmq\eventloop\zmqstream.py", line 414, in _run_callback
- callback(*args, **kwargs)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tornado\stack_context.py", line 275, in null_wrapper
- return fn(*args, **kwargs)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\ipykernel\kernelbase.py", line 283, in dispatcher
- return self.dispatch_shell(stream, msg)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\ipykernel\kernelbase.py", line 235, in dispatch_shell
- handler(stream, idents, msg)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\ipykernel\kernelbase.py", line 399, in execute_request
- user_expressions, allow_stdin)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\ipykernel\ipkernel.py", line 196, in do_execute
- res = shell.run_cell(code, store_history=store_history, silent=silent)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\ipykernel\zmqshell.py", line 533, in run_cell
- return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\IPython\core\interactiveshell.py", line 2717, in run_cell
- interactivity=interactivity, compiler=compiler, result=result)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\IPython\core\interactiveshell.py", line 2821, in run_ast_nodes
- if self.run_code(code, result):
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\IPython\core\interactiveshell.py", line 2881, in run_code
- exec(code_obj, self.user_global_ns, self.user_ns)
- File "<ipython-input-10-2be8b6321ff2>", line 6, in <module>
- snapshot_epoch=False, run_id='alexnet_test')
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tflearn\models\dnn.py", line 215, in fit
- callbacks=callbacks)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tflearn\helpers\trainer.py", line 282, in fit
- self.summ_writer, self.coord)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tflearn\helpers\trainer.py", line 752, in initialize_fit
- val_feed_dict)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tflearn\helpers\trainer.py", line 882, in create_testing_summaries
- "scalar", sname, tr_summ_collection)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tflearn\helpers\summarizer.py", line 99, in summarize
- return merge_summary(tf.get_collection(summary_collection))
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\summary\summary.py", line 287, in merge
- val = _gen_logging_ops._merge_summary(inputs=inputs, name=name)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\ops\gen_logging_ops.py", line 227, in _merge_summary
- result = _op_def_lib.apply_op("MergeSummary", inputs=inputs, name=name)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 763, in apply_op
- op_def=op_def)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\ops.py", line 2395, in create_op
- original_op=self._default_original_op, op_def=op_def)
- File "C:\ProgramData\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\ops.py", line 1264, in __init__
- self._traceback = _extract_stack()
- InvalidArgumentError (see above for traceback): Duplicate tag Momentum/Conv2D/W found in summary inputs
- [[Node: Merge_1/MergeSummary = MergeSummary[N=68, _device="/job:localhost/replica:0/task:0/cpu:0"](Loss, Momentum/Loss/raw, Momentum/Conv2D/W, Momentum/Conv2D/b, Momentum/Conv2D_1/W, Momentum/Conv2D_1/b, Momentum/Conv2D_2/W, Momentum/Conv2D_2/b, Momentum/Conv2D_3/W, Momentum/Conv2D_3/b, Momentum/Conv2D_4/W, Momentum/Conv2D_4/b, Momentum/FullyConnected/W, Momentum/FullyConnected/b, Momentum/FullyConnected_1/W, Momentum/FullyConnected_1/b, Momentum/FullyConnected_2/W, Momentum/FullyConnected_2/b, Conv2D/W/Gradients, Conv2D/b/Gradients, Conv2D_1/W/Gradients, Conv2D_1/b/Gradients, Conv2D_2/W/Gradients, Conv2D_2/b/Gradients, Conv2D_3/W/Gradients, Conv2D_3/b/Gradients, Conv2D_4/W/Gradients, Conv2D_4/b/Gradients, FullyConnected/W/Gradients, FullyConnected/b/Gradients, FullyConnected_1/W/Gradients, FullyConnected_1/b/Gradients, FullyConnected_2/W/Gradients, FullyConnected_2/b/Gradients, Momentum/Conv2D/W, Momentum/Conv2D/b, Momentum/Conv2D_1/W, Momentum/Conv2D_1/b, Momentum/Conv2D_2/W, Momentum/Conv2D_2/b, Momentum/Conv2D_3/W, Momentum/Conv2D_3/b, Momentum/Conv2D_4/W, Momentum/Conv2D_4/b, Momentum/FullyConnected/W, Momentum/FullyConnected/b, Momentum/FullyConnected_1/W, Momentum/FullyConnected_1/b, Momentum/FullyConnected_2/W, Momentum/FullyConnected_2/b, Conv2D/W/Gradients, Conv2D/b/Gradients, Conv2D_1/W/Gradients, Conv2D_1/b/Gradients, Conv2D_2/W/Gradients, Conv2D_2/b/Gradients, Conv2D_3/W/Gradients, Conv2D_3/b/Gradients, Conv2D_4/W/Gradients, Conv2D_4/b/Gradients, FullyConnected/W/Gradients, FullyConnected/b/Gradients, FullyConnected_1/W/Gradients, FullyConnected_1/b/Gradients, FullyConnected_2/W/Gradients, FullyConnected_2/b/Gradients, Accuracy/__raw_, Accuracy)]]
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