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[英]AttributeError: type object 'object' has no attribute 'dtype'
[英]AttributeError: 'float' object has no attribute 'dtype'
当我尝试在 keras (2.2.5) 中使用自定义激活 function 时,我创建了一个新的激活 function gelu。 将其添加到 activations.py 中:
from . import backend as K
import numpy as np
def gelu(x):
return 0.5 * x * (1 + K.tanh(K.sqrt(2 / np.pi) * (x + 0.044715 * K.pow(x, 3))))
在我的 main.py 中使用它:
cnn1 = Conv1D(filters=256, kernel_size=2, strides=1, padding="same")(gru_output)
cnn1 = Activation('gelu')(cnn1)
但是我在工作时遇到错误:
File "C:/Users/user/Desktop/my/my_main.py", line 253, in <module>
cnn1 = Activation('gelu')(cnn1)
File "C:\Users\user\Desktop/my\venv\lib\site-packages\keras\engine\base_layer.py", line 451, in __call__
output = self.call(inputs, **kwargs)
File "C:\Users\user\Desktop\my\venv\lib\site-packages\keras\layers\core.py", line 300, in call
return self.activation(inputs)
File "C:\Users\user\Desktop\my\venv\lib\site-packages\keras\activations.py", line 16, in gelu
return 0.5 * x * (1 + K.tanh(K.sqrt(2 / np.pi) * (x + 0.044715 * K.pow(x, 3))))
File "C:\Users\user\Desktop\my\venv\lib\site-packages\keras\backend\tensorflow_backend.py", line 1675, in sqrt
zero = _to_tensor(0., x.dtype.base_dtype)
AttributeError: 'float' object has no attribute 'dtype'
所以我该怎么做?
将K.sqrt()
替换为tf.math.sqrt()
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