TastyPancakes/Flux.jl
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Add tests

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This commit is contained in:
Avik Pal 2018-05-30 17:12:16 +05:30
parent 33a7f545b7
commit 52a50b2727
1 changed files with 3 additions and 1 deletions
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test/tracker.jl
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@ -1,6 +1,6 @@
using Flux.Tracker, Base.Test, NNlib using Flux.Tracker, Base.Test, NNlib
using Flux.Tracker: TrackedReal, gradcheck using Flux.Tracker: TrackedReal, gradcheck
using NNlib: conv using NNlib: conv, depthwiseconv
gradtest(f, xs::AbstractArray...) = gradcheck((xs...) -> sum(sin.(f(xs...))), xs...) gradtest(f, xs::AbstractArray...) = gradcheck((xs...) -> sum(sin.(f(xs...))), xs...)
gradtest(f, dims...) = gradtest(f, rand.(dims)...) gradtest(f, dims...) = gradtest(f, rand.(dims)...)
@ -169,6 +169,8 @@ end
@test gradtest(conv, rand(10, 10, 3, 2), randn(2, 2, 3, 2)) @test gradtest(conv, rand(10, 10, 3, 2), randn(2, 2, 3, 2))
@test gradtest(conv, rand(10, 10, 10, 3, 2), randn(2, 2, 2, 3, 2)) @test gradtest(conv, rand(10, 10, 10, 3, 2), randn(2, 2, 2, 3, 2))
@test gradtest(depthwiseconv, rand(10,10,3,2), randn(2, 2, 1,3))
@test gradtest(x -> maxpool(x, (2,2)), rand(10, 10, 3, 2)) @test gradtest(x -> maxpool(x, (2,2)), rand(10, 10, 3, 2))
@test gradtest(x -> maxpool(x, (2,2,2)), rand(10, 10, 10, 3, 2)) @test gradtest(x -> maxpool(x, (2,2,2)), rand(10, 10, 10, 3, 2))