using TensorFlow
Flux.loadtf()

@testset "TensorFlow" begin

xs = rand(20)
d = Affine(20, 10)

dt = tf(d)
@test d(xs) ≈ dt(xs)

@testset "Tensor interface" begin
  sess = TensorFlow.Session()
  X = placeholder(Float32)
  Y = Tensor(d, X)
  run(sess, initialize_all_variables())

  @test run(sess, Y, Dict(X=>xs')) ≈ d(xs)'
end

end