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@ -8,7 +8,7 @@ using Juno, Requires
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using Lazy: @forward
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using Lazy: @forward
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export Chain, Dense, RNN, LSTM, Dropout, LayerNorm,
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export Chain, Dense, RNN, LSTM, Dropout, LayerNorm,
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SGD, ADAM, Momentum, Nesterov,
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SGD, ADAM, Momentum, Nesterov, AMSGrad,
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param, params, mapleaves
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param, params, mapleaves
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using NNlib
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using NNlib
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@ -47,7 +47,7 @@ RMSProp(ps, η = 0.001; ρ = 0.9, ϵ = 1e-8, decay = 0) =
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optimiser(ps, p -> rmsprop(p; η = η, ρ = ρ, ϵ = ϵ), p -> invdecay(p, decay), p -> descent(p, 1))
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optimiser(ps, p -> rmsprop(p; η = η, ρ = ρ, ϵ = ϵ), p -> invdecay(p, decay), p -> descent(p, 1))
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"""
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"""
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ADAM(params; η = 0.001, β1 = 0.9, β2 = 0.999, ϵ = 1e-08, decay = 0)
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ADAM(params, η = 0.001; β1 = 0.9, β2 = 0.999, ϵ = 1e-08, decay = 0)
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[ADAM](https://arxiv.org/abs/1412.6980v8) optimiser.
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[ADAM](https://arxiv.org/abs/1412.6980v8) optimiser.
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"""
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"""
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@ -78,5 +78,5 @@ ADADelta(ps; η = 0.01, ρ = 0.95, ϵ = 1e-8, decay = 0) =
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[AMSGrad](https://openreview.net/forum?id=ryQu7f-RZ) optimiser. Parameters don't need
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[AMSGrad](https://openreview.net/forum?id=ryQu7f-RZ) optimiser. Parameters don't need
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tuning.
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tuning.
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"""
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"""
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AMSGrad(params; η = 0.001, β1 = 0.9, β2 = 0.999, ϵ = 1e-08, decay = 0) =
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AMSGrad(ps, η = 0.001; β1 = 0.9, β2 = 0.999, ϵ = 1e-08, decay = 0) =
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optimiser(ps, p -> amsgrad(p; η = η, β1 = β1, β2 = β2, ϵ = ϵ), p -> invdecay(p, decay), p -> descent(p, 1))
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optimiser(ps, p -> amsgrad(p; η = η, β1 = β1, β2 = β2, ϵ = ϵ), p -> invdecay(p, decay), p -> descent(p, 1))
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