HMPhuoc commited on
Commit
5400027
1 Parent(s): 39e27f0

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +8 -4
app.py CHANGED
@@ -15,23 +15,27 @@ import unicodedata as ud
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  from underthesea import word_tokenize
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  from phoBERT import BERT_predict
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-
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  LSTM_model = tf.keras.models.load_model('lstm_model.tf')
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  GRU_model = tf.keras.models.load_model('gru_model.tf')
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  def LSTM_predict(x):
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-
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  pred_proba = LSTM_model.predict([x])[0]
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-
 
 
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  pred_proba = [round(i,2) for i in pred_proba]
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  return pred_proba
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  def GRU_predict(x):
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-
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  pred_proba = GRU_model.predict([x])[0]
 
 
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  pred_proba = [round(i,2) for i in pred_proba]
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  from underthesea import word_tokenize
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  from phoBERT import BERT_predict
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+ import time
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  LSTM_model = tf.keras.models.load_model('lstm_model.tf')
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  GRU_model = tf.keras.models.load_model('gru_model.tf')
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  def LSTM_predict(x):
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+ t1 = time.time()
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  pred_proba = LSTM_model.predict([x])[0]
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+ t2 = time.time()
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+ print(f'{t2-t1}s')
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+
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  pred_proba = [round(i,2) for i in pred_proba]
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  return pred_proba
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  def GRU_predict(x):
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+ t1 = time.time()
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  pred_proba = GRU_model.predict([x])[0]
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+ t2 = time.time()
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+ print(f'{t2-t1}s')
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  pred_proba = [round(i,2) for i in pred_proba]
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