Keras API 新旧对照表

UserWarning: Update your `LSTM` call to the Keras 2 API: `LSTM(128, name="LSTMSpectral", kernel_regularizer= 
  
LSTM(128,name='LSTMSpectral',consume_less='gpu',W_regularizer=l2(0.0001),U_regularizer=l2(0.0001))(LSTMInput)
 
  
开始有些不明所以然，查了下面的表，OK。 
 
  
legacy_recurrent_support = generate_legacy_interface(
    allowed_positional_args=['units'],
    conversions=[('output_dim', 'units'),
                 ('init', 'kernel_initializer'),
                 ('inner_init', 'recurrent_initializer'),
                 ('inner_activation', 'recurrent_activation'),
                 ('W_regularizer', 'kernel_regularizer'),
                 ('b_regularizer', 'bias_regularizer'),
                 ('U_regularizer', 'recurrent_regularizer'),
                 ('dropout_W', 'dropout'),
                 ('dropout_U', 'recurrent_dropout'),
                 ('consume_less', 'implementation')],
    value_conversions={'consume_less': {'cpu': 0,
                                        'mem': 1,
                                        'gpu': 2}},
    preprocessor=recurrent_args_preprocessor)