Mojo module

activations

The module contains implementations of activation functions.

Functions

• ​elu: Compute the Elu Op using the equation $z if z >= 0 else alpha*(e^z -1)$.
• ​gelu: Compute the GELU Op using the equation $0.5 * x * (1 + erf(x / sqrt(2)))$.
• ​gelu_approximate: Compute the approximate GELU Op using the equation $0.5 * x * (1 + tanh(sqrt(2 / pi) * (x + 0.044715 * x^3)))$.
• ​leaky_relu: Compute the Leaky ReLU using the equation $max(0, x) + negative_slope * min(0, x)$.
• ​relu: Compute the Relu Op using the equation $max(0, x)$.
• ​relu_n1: Compute the Relu N1 Op using the equation $max(min(x,1),-1)$.
• ​sign: Compute the sign (0, 1) of the input value.

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