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char-rnn temperature

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This commit is contained in:
Mike J Innes 2016-12-13 12:27:50 +00:00
parent 2aa8dfc208
commit a63cd826c2
1 changed files with 2 additions and 2 deletions
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examples/char-rnn.jl
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@ -23,11 +23,11 @@ m = tf(unroll(model, 50));
string(map(c -> onecold(c, alphabet), m(first(first(Xs))))...) string(map(c -> onecold(c, alphabet), m(first(first(Xs))))...)
function sample(model, n) function sample(model, n, temp = 1)
s = [rand(alphabet)] s = [rand(alphabet)]
m = tf(unroll(model, 1)) m = tf(unroll(model, 1))
for i = 1:n for i = 1:n
push!(s, wsample(alphabet, m(Seq((onehot(Float32, s[end], alphabet),)))[1])) push!(s, wsample(alphabet, softmax(m(Seq((onehot(Float32, s[end], alphabet),)))[1]./temp)))
end end
return string(s...) return string(s...)
end end