25 lines
418 B
Julia
25 lines
418 B
Julia
xs = randn(10)
|
||
|
||
d = Affine(10, 20)
|
||
|
||
@test d(xs) ≈ (xs'*d.W.x + d.b.x)[1,:]
|
||
|
||
let
|
||
@capture(syntax(d), _Frame(_Line(x_[1] * W_ + b_)))
|
||
@test isa(x, Input) && isa(W, Param) && isa(b, Param)
|
||
end
|
||
|
||
@net type TLP
|
||
first
|
||
second
|
||
function (x)
|
||
l1 = σ(first(x))
|
||
l2 = softmax(second(l1))
|
||
end
|
||
end
|
||
|
||
let a1 = Affine(10, 20), a2 = Affine(20, 15)
|
||
tlp = TLP(a1, a2)
|
||
@test tlp(xs) ≈ softmax(a2(σ(a1(xs))))
|
||
end
|