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  1. Encoder : https://nlp.stanford.edu/projects/nmt/data/iwslt15.en-vi/train.en
  2. Decoder : https://nlp.stanford.edu/projects/nmt/data/iwslt15.en-vi/train.vi
  3. Started Training
  4. ---------------------------------------------------------------------------
  5. InvalidArgumentError Traceback (most recent call last)
  6. ~/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/client/session.py in _do_call(self, fn, *args)
  7. 1360 try:
  8. -> 1361 return fn(*args)
  9. 1362 except errors.OpError as e:
  10.  
  11. ~/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/client/session.py in _run_fn(session, feed_dict, fetch_list, target_list, options, run_metadata)
  12. 1339 return tf_session.TF_Run(session, options, feed_dict, fetch_list,
  13. -> 1340 target_list, status, run_metadata)
  14. 1341
  15.  
  16. ~/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/framework/errors_impl.py in __exit__(self, type_arg, value_arg, traceback_arg)
  17. 515 compat.as_text(c_api.TF_Message(self.status.status)),
  18. --> 516 c_api.TF_GetCode(self.status.status))
  19. 517 # Delete the underlying status object from memory otherwise it stays alive
  20.  
  21. InvalidArgumentError: indices[6] = 15117 is not in [0, 12000)
  22. [[Node: embedding_lookup_8 = Gather[Tindices=DT_INT32, Tparams=DT_FLOAT, _class=["loc:@Const"], validate_indices=true, _device="/job:localhost/replica:0/task:0/device:CPU:0"](Const, _arg_enc_train_inputs_8_0_185)]]
  23.  
  24. During handling of the above exception, another exception occurred:
  25.  
  26. InvalidArgumentError Traceback (most recent call last)
  27. <ipython-input-15-0f438758adc0> in <module>()
  28. 51 # ======================= OPTIMIZATION ==========================
  29. 52 if step < 10000:
  30. ---> 53 _,l,tr_pred = sess.run([adam_optimize,loss,train_prediction], feed_dict=feed_dict)
  31. 54 else:
  32. 55 _,l,tr_pred = sess.run([sgd_optimize,loss,train_prediction], feed_dict=feed_dict)
  33.  
  34. ~/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/client/session.py in run(self, fetches, feed_dict, options, run_metadata)
  35. 903 try:
  36. 904 result = self._run(None, fetches, feed_dict, options_ptr,
  37. --> 905 run_metadata_ptr)
  38. 906 if run_metadata:
  39. 907 proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)
  40.  
  41. ~/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/client/session.py in _run(self, handle, fetches, feed_dict, options, run_metadata)
  42. 1135 if final_fetches or final_targets or (handle and feed_dict_tensor):
  43. 1136 results = self._do_run(handle, final_targets, final_fetches,
  44. -> 1137 feed_dict_tensor, options, run_metadata)
  45. 1138 else:
  46. 1139 results = []
  47.  
  48. ~/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/client/session.py in _do_run(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)
  49. 1353 if handle is None:
  50. 1354 return self._do_call(_run_fn, self._session, feeds, fetches, targets,
  51. -> 1355 options, run_metadata)
  52. 1356 else:
  53. 1357 return self._do_call(_prun_fn, self._session, handle, feeds, fetches)
  54.  
  55. ~/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/client/session.py in _do_call(self, fn, *args)
  56. 1372 except KeyError:
  57. 1373 pass
  58. -> 1374 raise type(e)(node_def, op, message)
  59. 1375
  60. 1376 def _extend_graph(self):
  61.  
  62. InvalidArgumentError: indices[6] = 15117 is not in [0, 12000)
  63. [[Node: embedding_lookup_8 = Gather[Tindices=DT_INT32, Tparams=DT_FLOAT, _class=["loc:@Const"], validate_indices=true, _device="/job:localhost/replica:0/task:0/device:CPU:0"](Const, _arg_enc_train_inputs_8_0_185)]]
  64.  
  65. Caused by op 'embedding_lookup_8', defined at:
  66. File "/usr/lib/python3.5/runpy.py", line 184, in _run_module_as_main
  67. "__main__", mod_spec)
  68. File "/usr/lib/python3.5/runpy.py", line 85, in _run_code
  69. exec(code, run_globals)
  70. File "/root/tensorflow-dev/lib/python3.5/site-packages/ipykernel_launcher.py", line 16, in <module>
  71. app.launch_new_instance()
  72. File "/root/tensorflow-dev/lib/python3.5/site-packages/traitlets/config/application.py", line 658, in launch_instance
  73. app.start()
  74. File "/root/tensorflow-dev/lib/python3.5/site-packages/ipykernel/kernelapp.py", line 486, in start
  75. self.io_loop.start()
  76. File "/root/tensorflow-dev/lib/python3.5/site-packages/tornado/platform/asyncio.py", line 127, in start
  77. self.asyncio_loop.run_forever()
  78. File "/usr/lib/python3.5/asyncio/base_events.py", line 345, in run_forever
  79. self._run_once()
  80. File "/usr/lib/python3.5/asyncio/base_events.py", line 1312, in _run_once
  81. handle._run()
  82. File "/usr/lib/python3.5/asyncio/events.py", line 125, in _run
  83. self._callback(*self._args)
  84. File "/root/tensorflow-dev/lib/python3.5/site-packages/tornado/platform/asyncio.py", line 117, in _handle_events
  85. handler_func(fileobj, events)
  86. File "/root/tensorflow-dev/lib/python3.5/site-packages/tornado/stack_context.py", line 276, in null_wrapper
  87. return fn(*args, **kwargs)
  88. File "/root/tensorflow-dev/lib/python3.5/site-packages/zmq/eventloop/zmqstream.py", line 450, in _handle_events
  89. self._handle_recv()
  90. File "/root/tensorflow-dev/lib/python3.5/site-packages/zmq/eventloop/zmqstream.py", line 480, in _handle_recv
  91. self._run_callback(callback, msg)
  92. File "/root/tensorflow-dev/lib/python3.5/site-packages/zmq/eventloop/zmqstream.py", line 432, in _run_callback
  93. callback(*args, **kwargs)
  94. File "/root/tensorflow-dev/lib/python3.5/site-packages/tornado/stack_context.py", line 276, in null_wrapper
  95. return fn(*args, **kwargs)
  96. File "/root/tensorflow-dev/lib/python3.5/site-packages/ipykernel/kernelbase.py", line 283, in dispatcher
  97. return self.dispatch_shell(stream, msg)
  98. File "/root/tensorflow-dev/lib/python3.5/site-packages/ipykernel/kernelbase.py", line 233, in dispatch_shell
  99. handler(stream, idents, msg)
  100. File "/root/tensorflow-dev/lib/python3.5/site-packages/ipykernel/kernelbase.py", line 399, in execute_request
  101. user_expressions, allow_stdin)
  102. File "/root/tensorflow-dev/lib/python3.5/site-packages/ipykernel/ipkernel.py", line 208, in do_execute
  103. res = shell.run_cell(code, store_history=store_history, silent=silent)
  104. File "/root/tensorflow-dev/lib/python3.5/site-packages/ipykernel/zmqshell.py", line 537, in run_cell
  105. return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
  106. File "/root/tensorflow-dev/lib/python3.5/site-packages/IPython/core/interactiveshell.py", line 2662, in run_cell
  107. raw_cell, store_history, silent, shell_futures)
  108. File "/root/tensorflow-dev/lib/python3.5/site-packages/IPython/core/interactiveshell.py", line 2785, in _run_cell
  109. interactivity=interactivity, compiler=compiler, result=result)
  110. File "/root/tensorflow-dev/lib/python3.5/site-packages/IPython/core/interactiveshell.py", line 2903, in run_ast_nodes
  111. if self.run_code(code, result):
  112. File "/root/tensorflow-dev/lib/python3.5/site-packages/IPython/core/interactiveshell.py", line 2963, in run_code
  113. exec(code_obj, self.user_global_ns, self.user_ns)
  114. File "<ipython-input-10-82d33b2003d4>", line 23, in <module>
  115. encoder_emb_inp = [tf.nn.embedding_lookup(encoder_emb_layer, src) for src in enc_train_inputs]
  116. File "<ipython-input-10-82d33b2003d4>", line 23, in <listcomp>
  117. encoder_emb_inp = [tf.nn.embedding_lookup(encoder_emb_layer, src) for src in enc_train_inputs]
  118. File "/root/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/ops/embedding_ops.py", line 327, in embedding_lookup
  119. transform_fn=None)
  120. File "/root/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/ops/embedding_ops.py", line 151, in _embedding_lookup_and_transform
  121. result = _clip(_gather(params[0], ids, name=name), ids, max_norm)
  122. File "/root/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/ops/embedding_ops.py", line 55, in _gather
  123. return array_ops.gather(params, ids, name=name)
  124. File "/root/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/ops/array_ops.py", line 2667, in gather
  125. params, indices, validate_indices=validate_indices, name=name)
  126. File "/root/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/ops/gen_array_ops.py", line 1777, in gather
  127. validate_indices=validate_indices, name=name)
  128. File "/root/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
  129. op_def=op_def)
  130. File "/root/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 3271, in create_op
  131. op_def=op_def)
  132. File "/root/tensorflow-dev/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 1650, in __init__
  133. self._traceback = self._graph._extract_stack() # pylint: disable=protected-access
  134.  
  135. InvalidArgumentError (see above for traceback): indices[6] = 15117 is not in [0, 12000)
  136. [[Node: embedding_lookup_8 = Gather[Tindices=DT_INT32, Tparams=DT_FLOAT, _class=["loc:@Const"], validate_indices=true, _device="/job:localhost/replica:0/task:0/device:CPU:0"](Const, _arg_enc_train_inputs_8_0_185)]]
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