Exemplos de MobileBertEmbedding em Python

Exemplo n.º 1

Arquivo: mobile_bert_layers_test.py Projeto: TimStromajer/IBB_-2_ear_detection

 def test_embedding_layer_without_token_type(self):
   layer = mobile_bert_layers.MobileBertEmbedding(10, 8, 2, 16)
   input_seq = tf.Variable([[2, 3, 4, 5]])
   output = layer(input_seq)
   output_shape = output.shape.as_list()
   expected_shape = [1, 4, 16]
   self.assertListEqual(output_shape, expected_shape, msg=None)

Exemplo n.º 2

Arquivo: mobile_bert_layers_test.py Projeto: PurdueCAM2Project/tf-models

 def test_embedding_layer_get_config(self):
   layer = mobile_bert_layers.MobileBertEmbedding(
       word_vocab_size=16,
       word_embed_size=32,
       type_vocab_size=4,
       output_embed_size=32,
       max_sequence_length=32,
       normalization_type='layer_norm',
       initializer=tf.keras.initializers.TruncatedNormal(stddev=0.01),
       dropout_rate=0.5)
   layer_config = layer.get_config()
   new_layer = mobile_bert_layers.MobileBertEmbedding.from_config(layer_config)
   self.assertEqual(layer_config, new_layer.get_config())