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Replace Autoencoder's tanh activation with sigmoid #180

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rxwei merged 1 commit into from
Jul 24, 2019
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Replace Autoencoder's tanh activation with sigmoid #180

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2 changes: 1 addition & 1 deletion Autoencoder/main.swift
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Original file line number Diff line number Diff line change
Expand Up @@ -91,7 +91,7 @@ struct Autoencoder: Layer {
var decoder2 = Dense<Float>(inputSize: 12, outputSize: 64, activation: relu)
var decoder3 = Dense<Float>(inputSize: 64, outputSize: 128, activation: relu)
var decoder4 = Dense<Float>(inputSize: 128, outputSize: imageHeight * imageWidth,
activation: tanh)
activation: sigmoid)

@differentiable
func callAsFunction(_ input: Input) -> Output {
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