为了进行测试,我尝试将https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/r2/tutorials/generative/dcgan.ipynb#scrollTo=6bpTcDqoLWjY的生成器转换为功能性API,但无法正常工作。 ValueError:设置具有序列的数组元素。
有人知道我做错了吗?
我将生成器代码替换为:
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答案 0 :(得分:0)
错误来自LeakyRely()()之后缺少()。工作代码为:
def make_generator_model():
inputs = tf.keras.Input(shape=(100,))
l = layers.Dense(7*7*256, use_bias=False)(inputs)
l1 = layers.BatchNormalization()(l)
l2 = layers.LeakyReLU()(l1)
l3 = layers.Reshape((7, 7, 256))(l2)
l4 = layers.Conv2DTranspose(128, (5, 5), strides=(1, 1), padding='same', use_bias=False)(l3)
l5 = layers.BatchNormalization()(l4)
l6 = layers.LeakyReLU()(l5)
l7 = layers.Conv2DTranspose(64, (5, 5), strides=(2, 2), padding='same', use_bias=False)(l6)
l8 = layers.BatchNormalization()(l7)
l9 = layers.LeakyReLU()(l8)
l10 = layers.Conv2DTranspose(1, (5, 5), strides=(2, 2), padding='same', use_bias=False, activation='tanh')(l9)
return tf.keras.Model(inputs=inputs, outputs=l10)