Minor changes to docstring according to guidelines
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Group Normalization.
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This layer can outperform Batch-Normalization and Instance-Normalization.
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GroupNorm(chs::Integer, G::Integer, λ = identity;
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initβ = (i) -> zeros(Float32, i), initγ = (i) -> ones(Float32, i),
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ϵ = 1f-5, momentum = 0.1f0)
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GroupNorm(chs::Integer, G::Integer, λ = identity;
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initβ = (i) -> zeros(Float32, i), initγ = (i) -> ones(Float32, i),
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ϵ = 1f-5, momentum = 0.1f0)
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chs is the number of channels, the channel dimension of your input.
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``chs`` is the number of channels, the channel dimension of your input.
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For an array of N dimensions, the (N-1)th index is the channel dimension.
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G is the number of groups along which the statistics would be computed.
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``G`` is the number of groups along which the statistics would be computed.
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The number of channels must be an integer multiple of the number of groups.
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Example:
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