My model was wholly workable two weeks back, but now it's showing the following error:
---------------------------------------------------------------------------TypeError Traceback (most recent call last)<ipython-input-23-a3e5a45f06c9> in <cell line: 14>() 12 13 # Encode input using BERT model---> 14 bert_output = bert_model(input_ids, attention_mask=attention_mask, token_type_ids=token_type_ids) 15 16 # Get pooled output and pass through dropout layer8 frames/usr/local/lib/python3.10/dist-packages/keras/src/utils/traceback_utils.py in error_handler(*args, **kwargs) 68 # To get the full stack trace, call: 69 # `tf.debugging.disable_traceback_filtering()`---> 70 raise e.with_traceback(filtered_tb) from None 71 finally: 72 del filtered_tbTypeError: Exception encountered when calling layer 'embeddings' (type TFBertEmbeddings).Could not build a TypeSpec for name: "tf.debugging.assert_less/assert_less/Assert/Assert"op: "Assert"input: "tf.debugging.assert_less/assert_less/All"input: "tf.debugging.assert_less/assert_less/Assert/Assert/data_0"input: "tf.debugging.assert_less/assert_less/Assert/Assert/data_1"input: "tf.debugging.assert_less/assert_less/Assert/Assert/data_2"input: "Placeholder"input: "tf.debugging.assert_less/assert_less/Assert/Assert/data_4"input: "tf.debugging.assert_less/assert_less/y"attr { key: "T" value { list { type: DT_STRING type: DT_STRING type: DT_STRING type: DT_INT32 type: DT_STRING type: DT_INT32 } }}attr { key: "summarize" value { i: 3 }} of unsupported type <class 'tensorflow.python.framework.ops.Operation'>.Call arguments received by layer 'embeddings' (type TFBertEmbeddings):• input_ids=<KerasTensor: shape=(None, 50) dtype=int32 (created by layer 'input_ids')>• position_ids=None• token_type_ids=<KerasTensor: shape=(None, 50) dtype=int32 (created by layer 'token_type_ids')>• inputs_embeds=None• past_key_values_length=0• training=FalseI think this error occurs when the input layers are sent to the corresponding BERT layer. If I use old versions of TensorFlow instead of 2.15.0, the error is resolved. However, with those old versions, I did not get GPU and faced a Graph Execution Error.
Can anyone help me with this
