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sasagawa888/gist:7344afdb6125e594ba578388e2274f55

Created May 19, 2020 00:45
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gistfile1.txt
# for CNN test for Fashion-MNIST
defnetwork init_network9(_x) do
_x
# |> visualizer(1,1)
|> f(5, 5, 1, 12, {1, 1}, 1, 0.1, 0.001)
|> pooling(2, 2)
|> f(3, 3, 12, 12, {1, 1}, 1, 0.1, 0.001)
|> f(2, 2, 12, 12, {1, 1}, 1, 0.1, 0.001)
|> pooling(2, 2)
|> f(3, 3, 12, 12, {1, 1}, 0, 0.1, 0.001)
|> relu
# |> visualizer(1,1)
|> full
|> w(300, 10, 0.1, 0.001)
|> softmax
end
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