gpuSigmoid (Function)

Signature: gpuSigmoid(x: GpuBuffer<float32>) -> Result<GpuBuffer<float32>, Error>

Description: The logistic function 1 / (1 + exp(-x)) of every element [LLM-SIGMOID], as a library kernel on the target's native binary32 exp. Device results agree with the host's within exp's ulps, not bit for bit.

Parameters

• x (GpuBuffer<float32>): The float32 buffer

Returns: Result<GpuBuffer<float32>, Error>

Example

fn showSigmoid(gates) = match gpuSigmoid(gates) {
    Success { value } => print(gpuLength(value))
    Error { message } => print(message)
}

showSigmoid gates = 
match gpuSigmoid gates
    Success value => print (gpuLength value)
    Error message => print message