Hey I am getting the following error when trying to evaluate the pretrained model weights. Are there any pointers you could give me, what is going on here?
input> This is a simple test sentence and a function call test().
Traceback (most recent call last):
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\client\session.py", line 1356, in _do_call
return fn(*args)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\client\session.py", line 1341, in _run_fn
options, feed_dict, fetch_list, target_list, run_metadata)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\client\session.py", line 1429, in _call_tf_sessionrun
run_metadata)
tensorflow.python.framework.errors_impl.InvalidArgumentError: seq_lens(0) > input.dims(1)
[[{{node feature/bidirectional_rnn/bw/ReverseSequence}}]]
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "evaluate.py", line 77, in <module>
main()
File "evaluate.py", line 73, in main
interactive_shell(model)
File "evaluate.py", line 40, in interactive_shell
preds = model.predict(words_raw)
File "C:\Users\cake\Documents\POSIT\src\tagger\model.py", line 518, in predict
pred = self.predict_batch([words])
File "C:\Users\cake\Documents\POSIT\src\tagger\model.py", line 391, in predict_batch
feed_dict=fd)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\client\session.py", line 950, in run
run_metadata_ptr)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\client\session.py", line 1173, in _run
feed_dict_tensor, options, run_metadata)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\client\session.py", line 1350, in _do_run
run_metadata)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\client\session.py", line 1370, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.InvalidArgumentError: seq_lens(0) > input.dims(1)
[[node feature/bidirectional_rnn/bw/ReverseSequence (defined at C:\Users\cake\Documents\POSIT\src\tagger\model.py:229) ]]
Errors may have originated from an input operation.
Input Source operations connected to node feature/bidirectional_rnn/bw/ReverseSequence:
feature/Reshape_1 (defined at C:\Users\cake\Documents\POSIT\src\tagger\model.py:223)
feature/Cast (defined at C:\Users\cake\Documents\POSIT\src\tagger\model.py:228)
Original stack trace for 'feature/bidirectional_rnn/bw/ReverseSequence':
File "evaluate.py", line 77, in <module>
main()
File "evaluate.py", line 65, in main
model = restore_model(config)
File "evaluate.py", line 56, in restore_model
model.build()
File "C:\Users\cake\Documents\POSIT\src\tagger\model.py", line 367, in build
self.add_word_embeddings_op()
File "C:\Users\cake\Documents\POSIT\src\tagger\model.py", line 229, in add_word_embeddings_op
sequence_length=feature_sizes, dtype=tf.float32)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\util\deprecation.py", line 324, in new_func
return func(*args, **kwargs)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\ops\rnn.py", line 493, in bidirectional_dynamic_rnn
inputs_reverse = nest.map_structure(_map_reverse, inputs)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\util\nest.py", line 515, in map_structure
structure[0], [func(*x) for x in entries],
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\util\nest.py", line 515, in <listcomp>
structure[0], [func(*x) for x in entries],
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\ops\rnn.py", line 491, in _map_reverse
batch_axis=batch_axis)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\ops\rnn.py", line 480, in _reverse
batch_axis=batch_axis)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\util\deprecation.py", line 507, in new_func
return func(*args, **kwargs)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\util\deprecation.py", line 507, in new_func
return func(*args, **kwargs)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\ops\array_ops.py", line 3341, in reverse_sequence
name=name)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\ops\gen_array_ops.py", line 9566, in reverse_sequence
seq_dim=seq_dim, batch_dim=batch_dim, name=name)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 788, in _apply_op_helper
op_def=op_def)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\util\deprecation.py", line 507, in new_func
return func(*args, **kwargs)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\framework\ops.py", line 3616, in create_op
op_def=op_def)
File "C:\Users\cake\Anaconda3\envs\posit\lib\site-packages\tensorflow\python\framework\ops.py", line 2005, in __init__
self._traceback = tf_stack.extract_stack()