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another small test

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ayush-1506 2019-05-09 16:43:28 +05:30
parent 2161163a82
commit 0a2e288c3f
1 changed files with 21 additions and 0 deletions
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test/layers/conv.jl
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@ -56,6 +56,27 @@ end
@test size(x_hat) == size(x) @test size(x_hat) == size(x)
end end
@testset "CrossCor" begin
x = rand(Float32, 28, 28, 1, 1)
w = rand(2,2,1,1)
y = CrossCor(w, [0.0])
@test sum(w .* x[1:2, 1:2, :, :]) == y(x)[1, 1, 1, 1]
r = zeros(Float32, 28, 28, 1, 5)
m = Chain(
CrossCor((2, 2), 1=>16, relu),
MaxPool((2,2)),
CrossCor((2, 2), 16=>8, relu),
MaxPool((2,2)),
x -> reshape(x, :, size(x, 4)),
Dense(288, 10), softmax)
@test size(m(r)) == (10, 5)
@test y(x) != Conv(w, [0.0])(x)
@test CrossCor(w[end:-1:1, end:-1:1, :, :], [0.0])(x) == Conv(w, [0.0])(x)
end
@testset "Conv with non quadratic window #700" begin @testset "Conv with non quadratic window #700" begin
data = zeros(Float32, 7,7,1,1) data = zeros(Float32, 7,7,1,1)
data[4,4,1,1] = 1 data[4,4,1,1] = 1