Error: Python inputs incompatible with input_signature

Hi,

I’m using rasa v1.10.3 on python-3.7.7 on macos.

I’m getting the following error while sending a message to the NLU running a spanish model.

2020-06-19 06:06:45 DEBUG    rasa.core.utils  - Available web server routes:
/conversations/<conversation_id>/messages          POST                           add_message
/conversations/<conversation_id>/tracker/events    POST                           append_events
/webhooks/rasa                                     GET                            custom_webhook_RasaChatInput.health
/webhooks/rasa/webhook                             POST                           custom_webhook_RasaChatInput.receive
/webhooks/rest                                     GET                            custom_webhook_RestInput.health
/webhooks/rest/webhook                             POST                           custom_webhook_RestInput.receive
/model/test/intents                                POST                           evaluate_intents
/model/test/stories                                POST                           evaluate_stories
/conversations/<conversation_id>/execute           POST                           execute_action
/domain                                            GET                            get_domain
/                                                  GET                            hello
/model                                             PUT                            load_model
/model/parse                                       POST                           parse
/conversations/<conversation_id>/predict           POST                           predict
/conversations/<conversation_id>/tracker/events    PUT                            replace_events
/conversations/<conversation_id>/story             GET                            retrieve_story
/conversations/<conversation_id>/tracker           GET                            retrieve_tracker
/status                                            GET                            status
/model/predict                                     POST                           tracker_predict
/model/train                                       POST                           train
/conversations/<conversation_id>/trigger_intent    POST                           trigger_intent
/model                                             DELETE                         unload_model
/version                                           GET                            version
2020-06-19 06:06:45 INFO     root  - Starting Rasa server on http://localhost:5005
2020-06-19 06:06:45 DEBUG    rasa.core.utils  - Using the default number of Sanic workers (1).
2020-06-19 06:06:45 INFO     root  - Enabling coroutine debugging. Loop id 94612706064640.
2020-06-19 06:06:45 DEBUG    rasa.model  - Extracted model to '/tmp/tmpac8_ydhz'.
/usr/local/lib/python3.7/site-packages/thinc/neural/_custom_kernels.py:36: ResourceWarning: unclosed file <_io.TextIOWrapper name='/usr/local/lib/python3.7/site-packages/thinc/neural/_custom_kernels.cu' mode='r' encoding='utf8'>
  SRC = (PWD / "_custom_kernels.cu").open("r", encoding="utf8").read()
ResourceWarning: Enable tracemalloc to get the object allocation traceback
/usr/local/lib/python3.7/site-packages/thinc/neural/_custom_kernels.py:39: ResourceWarning: unclosed file <_io.TextIOWrapper name='/usr/local/lib/python3.7/site-packages/thinc/neural/_murmur3.cu' mode='r' encoding='utf8'>
  MMH_SRC = (PWD / "_murmur3.cu").open("r", encoding="utf8").read()
ResourceWarning: Enable tracemalloc to get the object allocation traceback
2020-06-19 06:06:54 INFO     rasa.nlu.components  - Added 'SpacyNLP' to component cache. Key 'SpacyNLP-es'.
2020-06-19 06:06:54 DEBUG    rasa.utils.tensorflow.models  - Loading the model ...
2020-06-19 06:06:54.516479: E tensorflow/stream_executor/cuda/cuda_driver.cc:351] failed call to cuInit: UNKNOWN ERROR (303)
2020-06-19 06:06:55 DEBUG    rasa.utils.tensorflow.models  - Finished loading the model.
2020-06-19 06:06:55 DEBUG    rasa.utils.tensorflow.models  - Building tensorflow prediction graph...
2020-06-19 06:06:56 DEBUG    rasa.utils.tensorflow.models  - Finished building tensorflow prediction graph.
2020-06-19 06:06:56 DEBUG    rasa.core.tracker_store  - Connected to InMemoryTrackerStore.
2020-06-19 06:06:56 DEBUG    rasa.core.lock_store  - Connected to lock store 'InMemoryLockStore'.
2020-06-19 06:06:56 DEBUG    rasa.model  - Extracted model to '/tmp/tmpra_1vw22'.
2020-06-19 06:06:56 DEBUG    pykwalify.compat  - Using yaml library: /usr/local/lib/python3.7/site-packages/ruamel/yaml/__init__.py
2020-06-19 06:06:56 DEBUG    rasa.utils.tensorflow.models  - Loading the model ...
2020-06-19 06:06:56 DEBUG    rasa.utils.tensorflow.models  - Finished loading the model.
2020-06-19 06:06:56 DEBUG    rasa.utils.tensorflow.models  - Building tensorflow prediction graph...
2020-06-19 06:06:57 DEBUG    rasa.utils.tensorflow.models  - Finished building tensorflow prediction graph.
2020-06-19 06:06:57 DEBUG    rasa.core.nlg.generator  - Instantiated NLG to 'TemplatedNaturalLanguageGenerator'.
2020-06-19 06:07:22 DEBUG    rasa.server  - Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/rasa/server.py", line 993, in parse
    data.get("text")
  File "/usr/local/lib/python3.7/site-packages/rasa/core/agent.py", line 455, in parse_message_using_nlu_interpreter
    return await processor._parse_message(message, tracker)
  File "/usr/local/lib/python3.7/site-packages/rasa/core/processor.py", line 465, in _parse_message
    message.text, message.message_id, tracker
  File "/usr/local/lib/python3.7/site-packages/rasa/core/interpreter.py", line 290, in parse
    result = self.interpreter.parse(text)
  File "/usr/local/lib/python3.7/site-packages/rasa/nlu/model.py", line 376, in parse
    component.process(message, **self.context)
  File "/usr/local/lib/python3.7/site-packages/rasa/nlu/classifiers/diet_classifier.py", line 831, in process
    out = self._predict(message)
  File "/usr/local/lib/python3.7/site-packages/rasa/nlu/classifiers/diet_classifier.py", line 739, in _predict
    return self.model.predict(model_data)
  File "/usr/local/lib/python3.7/site-packages/rasa/utils/tensorflow/models.py", line 239, in predict
    return self._predict_function(batch_in)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/def_function.py", line 568, in __call__
    result = self._call(*args, **kwds)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/def_function.py", line 606, in _call
    results = self._stateful_fn(*args, **kwds)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/function.py", line 2362, in __call__
    graph_function, args, kwargs = self._maybe_define_function(args, kwargs)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/function.py", line 2661, in _maybe_define_function
    *args, **kwargs)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/function.py", line 2185, in canonicalize_function_inputs
    self._flat_input_signature)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/function.py", line 2252, in _convert_inputs_to_signature
    format_error_message(inputs, input_signature))
ValueError: Python inputs incompatible with input_signature:
  inputs: (
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       [   0,    1, 1220],
       [   0,    1, 1221]]), array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 1., 1., 1., 1.,
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         -7.0855e-01, -1.9557e+00,  1.5303e+00,  2.7172e-01]]],
      dtype=float32), array([2.], dtype=float32)))
  input_signature: (
    (TensorSpec(shape=(None, 3), dtype=tf.int64, name=None), TensorSpec(shape=(None,), dtype=tf.float32, name=None), TensorSpec(shape=(3,), dtype=tf.int64, name=None), TensorSpec(shape=(None, None, 50), dtype=tf.float32, name=None), TensorSpec(shape=(None,), dtype=tf.float32, name=None)))

2020-06-19 06:07:22 DEBUG    rasa.server  - Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/rasa/server.py", line 993, in parse
    data.get("text")
  File "/usr/local/lib/python3.7/site-packages/rasa/core/agent.py", line 455, in parse_message_using_nlu_interpreter
    return await processor._parse_message(message, tracker)
  File "/usr/local/lib/python3.7/site-packages/rasa/core/processor.py", line 465, in _parse_message
    message.text, message.message_id, tracker
  File "/usr/local/lib/python3.7/site-packages/rasa/core/interpreter.py", line 290, in parse
    result = self.interpreter.parse(text)
  File "/usr/local/lib/python3.7/site-packages/rasa/nlu/model.py", line 376, in parse
    component.process(message, **self.context)
  File "/usr/local/lib/python3.7/site-packages/rasa/nlu/classifiers/diet_classifier.py", line 831, in process
    out = self._predict(message)
  File "/usr/local/lib/python3.7/site-packages/rasa/nlu/classifiers/diet_classifier.py", line 739, in _predict
    return self.model.predict(model_data)
  File "/usr/local/lib/python3.7/site-packages/rasa/utils/tensorflow/models.py", line 239, in predict
    return self._predict_function(batch_in)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/def_function.py", line 568, in __call__
    result = self._call(*args, **kwds)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/def_function.py", line 606, in _call
    results = self._stateful_fn(*args, **kwds)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/function.py", line 2362, in __call__
    graph_function, args, kwargs = self._maybe_define_function(args, kwargs)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/function.py", line 2661, in _maybe_define_function
    *args, **kwargs)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/function.py", line 2185, in canonicalize_function_inputs
    self._flat_input_signature)
  File "/usr/local/lib/python3.7/site-packages/tensorflow_core/python/eager/function.py", line 2252, in _convert_inputs_to_signature
    format_error_message(inputs, input_signature))
ValueError: Python inputs incompatible with input_signature:
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       [   0,    1, 1202],
       [   0,    1, 1220],
       [   0,    1, 1221]]), array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 1., 1., 1., 1.,
       1., 1., 2., 1., 1., 1., 1., 1., 1.], dtype=float32), array([   1,    2, 2231]), array([[[-3.4989e+00, -3.3538e+00,  2.9623e+00,  1.1925e+00,
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         -7.0855e-01, -1.9557e+00,  1.5303e+00,  2.7172e-01]]],
      dtype=float32), array([2.], dtype=float32)))
  input_signature: (
    (TensorSpec(shape=(None, 3), dtype=tf.int64, name=None), TensorSpec(shape=(None,), dtype=tf.float32, name=None), TensorSpec(shape=(3,), dtype=tf.int64, name=None), TensorSpec(shape=(None, None, 50), dtype=tf.float32, name=None), TensorSpec(shape=(None,), dtype=tf.float32, name=None)))

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/rasa/server.py", line 998, in parse
    400, "ParsingError", f"An unexpected error occurred. Error: {e}"
rasa.server.ErrorResponse: (400, 'ParsingError', 'An unexpected error occurred. Error: Python inputs incompatible with input_signature:\n  inputs: (\n    (array([[   0,    0,    5],\n       [   0,    0,    7],\n       [   0,    0,    8],\n       [   0,    0,   11],\n       [   0,    0,   12],\n       [   0,    0,   13],\n       [   0,    1,    5],\n       [   0,    1,    7],\n       [   0,    1,    8],\n       [   0,    1,   11],\n       [   0,    1,   12],\n       [   0,    1,   13],\n       [   0,    0,  277],\n       [   0,    0,  407],\n       [   0,    0, 1182],\n       [   0,    0, 1201],\n       [   0,    0, 1202],\n       [   0,    0, 1220],\n       [   0,    0, 1221],\n       [   0,    1,  277],\n       [   0,    1,  407],\n       [   0,    1, 1182],\n       [   0,    1, 1201],\n       [   0,    1, 1202],\n       [   0,    1, 1220],\n       [   0,    1, 1221]]), array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 1., 1., 1., 1.,\n       1., 1., 2., 1., 1., 1., 1., 1., 1.], dtype=float32), array([   1,    2, 2231]), array([[[-3.4989e+00, -3.3538e+00,  2.9623e+00,  1.1925e+00,\n         -5.2307e-01,  3.3723e+00, -2.1630e+00,  2.7531e+00,\n         -1.4414e+00,  7.2383e+00, -3.8178e+00,  5.0374e+00,\n          5.8034e-01,  2.0502e+00, -6.9953e+00, -2.9821e+00,\n         -1.6218e+00,  4.1535e-02, -1.1200e+00, -5.6988e+00,\n          3.9193e+00,  1.2257e+00,  4.5495e+00,  6.5910e-01,\n         -4.0678e+00, -4.9332e+00,  1.0720e+00,  9.6701e-01,\n         -5.6016e+00, -3.9138e-01, -6.7418e-01,  1.3182e+00,\n         -3.7764e-01,  5.1081e-01,  3.3527e+00, -1.9789e+00,\n          5.3064e+00, -3.8945e+00, -1.9965e+00,  1.2842e+00,\n         -3.7661e-01, -4.4589e+00,  2.6914e+00,  3.5149e-02,\n          3.4677e+00, -4.2172e-01,  1.2654e-01, -2.0316e+00,\n         -8.3295e-01, -2.1177e+00, -8.3657e-01,  1.8328e+00,\n          2.3615e+00, -2.7980e+00,  7.7465e-01, -2.1460e+00,\n          8.4192e-01, -3.0173e+00, -2.5774e-01,  1.2115e-01,\n          1.5239e+00,  8.2232e+00,  3.3408e+00, -2.2231e+00,\n         -4.6521e-02,  8.0622e+00,  1.6399e+00, -1.7643e+00,\n          6.3834e-01, -6.9174e-01, -3.4092e+00,  1.2046e-02,\n         -2.7710e+00,  3.7474e+00,  3.7683e+00, -2.4426e+00,\n          3.1178e-01, -4.1922e+00,  2.2370e+00, -2.5191e+00,\n         -2.4438e+00,  1.3611e+00, -1.1972e+00, -6.0303e+00,\n         -3.0970e+00, -2.6856e-01,  2.6622e+00, -2.0463e+00,\n          3.8686e+00, -4.4136e+00,  5.4776e+00,  5.1985e-02,\n         -2.6677e+00, -3.4909e+00,  2.3239e-01,  3.0402e+00,\n         -3.1903e+00,  5.0317e+00,  5.5436e-01, -2.5010e+00,\n         -5.4865e-01, -8.6138e+00, -1.3976e+00,  8.4466e-01,\n         -1.5090e+00,  2.0796e+00,  3.5277e+00, -1.7880e+00,\n         -1.8840e+00,  4.2021e-01, -1.2785e+00,  3.6655e+00,\n          4.3703e+00, -1.2651e+00, -4.5727e+00, -4.1808e-01,\n          2.1200e+00, -1.8983e+00,  4.5587e+00, -3.6985e+00,\n          6.4205e-02, -6.1250e-01,  1.0964e+00,  4.2590e+00,\n         -5.7935e+00,  7.6873e-01, -4.4197e+00, -4.0917e+00,\n         -2.4829e+00,  4.1405e+00, -3.6937e+00, -6.1171e+00,\n          1.7110e+00, -1.6560e+00,  1.9928e+00,  3.2403e+00,\n          2.4039e+00,  9.3177e-02, -6.7659e-01, -1.0521e+00,\n          5.2095e-01,  2.5742e+00,  5.3927e-01, -3.5936e+00,\n          3.2641e+00,  1.1060e+00, -1.6160e+00,  2.0283e+00,\n          1.6333e+00, -3.8266e+00,  3.6057e+00,  1.8410e-01,\n          2.7141e+00,  6.4617e+00, -5.9639e+00,  7.2607e-01,\n          2.6213e+00,  2.1351e-01,  5.9094e+00, -1.1764e+00,\n          5.2987e+00, -4.7250e+00, -4.4333e+00, -2.8001e+00,\n          3.7944e+00, -2.0644e+00, -4.4135e+00, -4.5646e-01,\n         -2.1818e-01, -3.3548e+00,  1.7589e+00, -6.4913e+00,\n          1.4364e+00, -2.2499e+00,  4.4533e+00, -3.8801e+00,\n         -2.3169e+00,  9.0019e+00, -5.3133e+00,  8.8259e+00,\n         -3.1566e+00,  7.3631e-01, -1.5994e+00,  8.2530e+00,\n          3.2623e+00, -4.7255e+00, -1.9690e+00, -3.4657e+00,\n          5.6908e-01,  3.9486e+00,  7.5413e-01,  1.6532e+00,\n          1.1160e+01, -1.9008e+00, -4.7043e+00,  7.0744e-01,\n          2.7967e+00,  9.1450e-01,  1.3335e+00,  4.4393e+00,\n          5.8900e+00,  7.4626e+00,  1.3442e+00,  1.5519e+00,\n          1.0004e+00, -1.5644e+00,  1.6810e+00,  6.7074e-01,\n         -2.3860e+00,  1.7651e+00,  3.4319e+00, -2.3165e+00,\n          3.2198e+00,  1.4156e+00,  3.5083e-01, -8.3218e+00,\n          4.9645e+00, -3.9488e+00, -4.1913e-01, -1.5452e+00,\n          3.8301e+00,  5.6633e+00,  2.9400e+00,  4.6333e-01,\n         -7.1745e+00, -4.6864e+00,  2.9703e+00, -1.9256e+00,\n          7.6104e-01, -1.1759e+00, -1.5359e+00, -1.5130e-01,\n          9.9602e-01, -5.5630e-01,  4.1232e+00,  2.1846e+00,\n          1.2975e+00,  4.3848e+00, -1.9836e+00,  9.4855e-03,\n         -3.8746e+00, -9.0808e-01, -2.1683e+00,  4.7025e+00,\n         -1.7835e+00, -1.6243e+00,  3.3618e+00,  3.3023e+00,\n          1.0296e-01,  1.0687e-01,  5.0186e-01, -9.8179e+00,\n         -4.0593e+00, -4.0424e+00, -6.1731e-01, -1.6256e+00,\n          3.5914e+00,  5.2162e-01,  5.7337e-01,  2.9078e+00,\n         -1.1698e+00, -2.9541e+00, -7.6800e-01,  5.0561e+00,\n          7.3497e+00,  9.2154e-01,  2.8036e+00, -2.2178e+00,\n         -6.4988e-01,  1.2249e+00,  6.8004e-01,  5.2599e-01,\n          8.3883e+00,  3.1474e-01,  3.8949e+00,  9.6861e-01,\n         -5.9495e+00, -3.1088e+00, -7.1509e-01, -2.4531e-01,\n         -2.5898e+00,  2.3417e+00,  1.1331e+00, -5.4354e+00,\n         -5.0868e+00,  6.0884e+00, -3.5102e+00, -2.5909e+00,\n          1.7440e+00,  1.2727e+00, -4.3806e+00,  3.0358e+00,\n         -1.3623e+00,  4.0187e+00, -6.1998e+00,  3.2495e+00,\n         -7.0855e-01, -1.9557e+00,  1.5303e+00,  2.7172e-01],\n        [-3.4989e+00, -3.3538e+00,  2.9623e+00,  1.1925e+00,\n         -5.2307e-01,  3.3723e+00, -2.1630e+00,  2.7531e+00,\n         -1.4414e+00,  7.2383e+00, -3.8178e+00,  5.0374e+00,\n          5.8034e-01,  2.0502e+00, -6.9953e+00, -2.9821e+00,\n         -1.6218e+00,  4.1535e-02, -1.1200e+00, -5.6988e+00,\n          3.9193e+00,  1.2257e+00,  4.5495e+00,  6.5910e-01,\n         -4.0678e+00, -4.9332e+00,  1.0720e+00,  9.6701e-01,\n         -5.6016e+00, -3.9138e-01, -6.7418e-01,  1.3182e+00,\n         -3.7764e-01,  5.1081e-01,  3.3527e+00, -1.9789e+00,\n          5.3064e+00, -3.8945e+00, -1.9965e+00,  1.2842e+00,\n         -3.7661e-01, -4.4589e+00,  2.6914e+00,  3.5149e-02,\n          3.4677e+00, -4.2172e-01,  1.2654e-01, -2.0316e+00,\n         -8.3295e-01, -2.1177e+00, -8.3657e-01,  1.8328e+00,\n          2.3615e+00, -2.7980e+00,  7.7465e-01, -2.1460e+00,\n          8.4192e-01, -3.0173e+00, -2.5774e-01,  1.2115e-01,\n          1.5239e+00,  8.2232e+00,  3.3408e+00, -2.2231e+00,\n         -4.6521e-02,  8.0622e+00,  1.6399e+00, -1.7643e+00,\n          6.3834e-01, -6.9174e-01, -3.4092e+00,  1.2046e-02,\n         -2.7710e+00,  3.7474e+00,  3.7683e+00, -2.4426e+00,\n          3.1178e-01, -4.1922e+00,  2.2370e+00, -2.5191e+00,\n         -2.4438e+00,  1.3611e+00, -1.1972e+00, -6.0303e+00,\n         -3.0970e+00, -2.6856e-01,  2.6622e+00, -2.0463e+00,\n          3.8686e+00, -4.4136e+00,  5.4776e+00,  5.1985e-02,\n         -2.6677e+00, -3.4909e+00,  2.3239e-01,  3.0402e+00,\n         -3.1903e+00,  5.0317e+00,  5.5436e-01, -2.5010e+00,\n         -5.4865e-01, -8.6138e+00, -1.3976e+00,  8.4466e-01,\n         -1.5090e+00,  2.0796e+00,  3.5277e+00, -1.7880e+00,\n         -1.8840e+00,  4.2021e-01, -1.2785e+00,  3.6655e+00,\n          4.3703e+00, -1.2651e+00, -4.5727e+00, -4.1808e-01,\n          2.1200e+00, -1.8983e+00,  4.5587e+00, -3.6985e+00,\n          6.4205e-02, -6.1250e-01,  1.0964e+00,  4.2590e+00,\n         -5.7935e+00,  7.6873e-01, -4.4197e+00, -4.0917e+00,\n         -2.4829e+00,  4.1405e+00, -3.6937e+00, -6.1171e+00,\n          1.7110e+00, -1.6560e+00,  1.9928e+00,  3.2403e+00,\n          2.4039e+00,  9.3177e-02, -6.7659e-01, -1.0521e+00,\n          5.2095e-01,  2.5742e+00,  5.3927e-01, -3.5936e+00,\n          3.2641e+00,  1.1060e+00, -1.6160e+00,  2.0283e+00,\n          1.6333e+00, -3.8266e+00,  3.6057e+00,  1.8410e-01,\n          2.7141e+00,  6.4617e+00, -5.9639e+00,  7.2607e-01,\n          2.6213e+00,  2.1351e-01,  5.9094e+00, -1.1764e+00,\n          5.2987e+00, -4.7250e+00, -4.4333e+00, -2.8001e+00,\n          3.7944e+00, -2.0644e+00, -4.4135e+00, -4.5646e-01,\n         -2.1818e-01, -3.3548e+00,  1.7589e+00, -6.4913e+00,\n          1.4364e+00, -2.2499e+00,  4.4533e+00, -3.8801e+00,\n         -2.3169e+00,  9.0019e+00, -5.3133e+00,  8.8259e+00,\n         -3.1566e+00,  7.3631e-01, -1.5994e+00,  8.2530e+00,\n          3.2623e+00, -4.7255e+00, -1.9690e+00, -3.4657e+00,\n          5.6908e-01,  3.9486e+00,  7.5413e-01,  1.6532e+00,\n          1.1160e+01, -1.9008e+00, -4.7043e+00,  7.0744e-01,\n          2.7967e+00,  9.1450e-01,  1.3335e+00,  4.4393e+00,\n          5.8900e+00,  7.4626e+00,  1.3442e+00,  1.5519e+00,\n          1.0004e+00, -1.5644e+00,  1.6810e+00,  6.7074e-01,\n         -2.3860e+00,  1.7651e+00,  3.4319e+00, -2.3165e+00,\n          3.2198e+00,  1.4156e+00,  3.5083e-01, -8.3218e+00,\n          4.9645e+00, -3.9488e+00, -4.1913e-01, -1.5452e+00,\n          3.8301e+00,  5.6633e+00,  2.9400e+00,  4.6333e-01,\n         -7.1745e+00, -4.6864e+00,  2.9703e+00, -1.9256e+00,\n          7.6104e-01, -1.1759e+00, -1.5359e+00, -1.5130e-01,\n          9.9602e-01, -5.5630e-01,  4.1232e+00,  2.1846e+00,\n          1.2975e+00,  4.3848e+00, -1.9836e+00,  9.4855e-03,\n         -3.8746e+00, -9.0808e-01, -2.1683e+00,  4.7025e+00,\n         -1.7835e+00, -1.6243e+00,  3.3618e+00,  3.3023e+00,\n          1.0296e-01,  1.0687e-01,  5.0186e-01, -9.8179e+00,\n         -4.0593e+00, -4.0424e+00, -6.1731e-01, -1.6256e+00,\n          3.5914e+00,  5.2162e-01,  5.7337e-01,  2.9078e+00,\n         -1.1698e+00, -2.9541e+00, -7.6800e-01,  5.0561e+00,\n          7.3497e+00,  9.2154e-01,  2.8036e+00, -2.2178e+00,\n         -6.4988e-01,  1.2249e+00,  6.8004e-01,  5.2599e-01,\n          8.3883e+00,  3.1474e-01,  3.8949e+00,  9.6861e-01,\n         -5.9495e+00, -3.1088e+00, -7.1509e-01, -2.4531e-01,\n         -2.5898e+00,  2.3417e+00,  1.1331e+00, -5.4354e+00,\n         -5.0868e+00,  6.0884e+00, -3.5102e+00, -2.5909e+00,\n          1.7440e+00,  1.2727e+00, -4.3806e+00,  3.0358e+00,\n         -1.3623e+00,  4.0187e+00, -6.1998e+00,  3.2495e+00,\n         -7.0855e-01, -1.9557e+00,  1.5303e+00,  2.7172e-01]]],\n      dtype=float32), array([2.], dtype=float32)))\n  input_signature: (\n    (TensorSpec(shape=(None, 3), dtype=tf.int64, name=None), TensorSpec(shape=(None,), dtype=tf.float32, name=None), TensorSpec(shape=(3,), dtype=tf.int64, name=None), TensorSpec(shape=(None, None, 50), dtype=tf.float32, name=None), TensorSpec(shape=(None,), dtype=tf.float32, name=None)))')

This is my config.yml

language: "es"

pipeline:
  - name: SpacyNLP
  - name: SpacyTokenizer
  - name: SpacyFeaturizer
  - name: RegexFeaturizer
  - name: LexicalSyntacticFeaturizer
  - name: CountVectorsFeaturizer
    analyzer: word
    max_ngram: 1
    min_ngram: 1
    OOV_token: oov
    OOV_words: []
  - name: CountVectorsFeaturizer
    analyzer: char_wb
    max_ngram: 4
    min_ngram: 1
  - name: DIETClassifier
    epochs: 50
    random_seed: 12345
    number_of_transformer_layers: 1
    use_masked_language_model: True
    ranking_length: 10
    tensorboard_log_directory: ${LOGDIR}
    tensorboard_log_level: epoch
  - name: EntitySynonymMapper

How do I resolve this issue?

Solved the issue. The model was trained on spacy v2.2.4, while the docker container where the model was deployed had spacy v2.3.0.

2 Likes

Thanks for the tip!