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Super Kai (Kazuya Ito) @superkai_kazuya

Understanding ReLU And LeakyReLU Activation Functions In PyTorch

Exploring popular activation functions in PyTorch: ReLU, LeakyReLU, PReLU & more. Learn how to use them with code examples and understand their behavior.

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*Memos:

My post explains Step function, Identity and ReLU.
My post explains Leaky ReLU, PReLU and FReLU.
My post explains heaviside() and Identity().
My post explains PReLU() and ELU().
My post explains SELU() and CELU().
My post explains GELU() and Mish().
My post explains SiLU() and Softplus().
My post explains Tanh() and Softsign().
My post explains Sigmoid() and Softmax().

ReLU() can get the 0D or more D tensor of the zero or more values computed by ReLU function from the 0D or more D tensor of zero or more elements as shown below:
*Memos:

The 1st argument for initiali...