序列长度改为None

.gitignore

@@ -4,3 +4,4 @@ __pycache__/
 .idea/
 data/data_merger.py
 data/data.py
+.DS_Store

extract_feature.py

@@ -47,7 +47,6 @@ class BertVector:
         self.output_queue = Queue(maxsize=1)
         self.predict_thread = Thread(target=self.predict_from_queue, daemon=True)
         self.predict_thread.start()
-        self.sentence_len = 0
 
     def get_estimator(self):
         from tensorflow.python.estimator.estimator import Estimator
@@ -84,7 +83,6 @@ class BertVector:
             self.output_queue.put(i)
 
     def encode(self, sentence):
-        self.sentence_len = len(sentence)
         self.input_queue.put(sentence)
         prediction = self.output_queue.get()['encodes']
         return prediction
@@ -98,7 +96,7 @@ class BertVector:
                           'input_mask': tf.int32,
                           'input_type_ids': tf.int32},
             output_shapes={
-                'unique_ids': (self.sentence_len,),
+                'unique_ids': (None,),
                 'input_ids': (None, self.max_seq_length),
                 'input_mask': (None, self.max_seq_length),
                 'input_type_ids': (None, self.max_seq_length)}).prefetch(10))