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Which activation function is used in the final layer of the generator model?tanhleakyrelurelusigmoidsoftmax

Question

Which activation function is used in the final layer of the generator model?tanhleakyrelurelusigmoidsoftmax

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Solution

The activation function typically used in the final layer of the generator model in a Generative Adversarial Network (GAN) is the hyperbolic tangent function, or 'tanh'. This function outputs values between -1 and 1 and is often used because it tends to produce more visually appealing results.

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4.Which layer in the model applies the relu activation function?

What activation function is used in the following class 123456789class NetRelu(nn.Module):        def __init__(self,D_in,H,D_out):                                     super(NetRelu,self).__init__()                    self.linear1=nn.Linear(D_in,H)                     self.linear2=nn.Linear(H,D_out)                      def forward(self,x):                    x=torch.relu(self.linear1(x)))                      x=self.linear2(x)                 return x 1 pointrelutanh Sigmoid

27. Explain various types of activation functions with examples

Which activation function is most likely to be used in the output layer for a multi-class classification problem?Group of answer choicesSigmoidReLUSoftmaxTanh

Which activation function is often used in the output layer for multi-class classification problems?Review LaterSigmoidReLUSoftmaxTanh

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