Flux.jl/examples/MNIST.jl
Mike J Innes 109170df22 um
2016-05-10 19:01:38 +01:00

14 lines
347 B
Julia

using Flux, MNIST
const data = collect(zip([trainfeatures(i) for i = 1:60_000],
[onehot(trainlabel(i), 1:10) for i = 1:60_000]))
const train = data[1:50_000]
const test = data[50_001:60_000]
const m = Sequence(
Input(784),
Dense(30), Sigmoid(),
Dense(10), Sigmoid())
@time Flux.train!(m, train, test, epoch = 30)