conflicts

CITATION.bib

@@ -0,0 +1,29 @@
+@article{Flux.jl-2018,
+  author    = {Michael Innes and
+               Elliot Saba and
+               Keno Fischer and
+               Dhairya Gandhi and
+               Marco Concetto Rudilosso and
+               Neethu Mariya Joy and
+               Tejan Karmali and
+               Avik Pal and
+               Viral Shah},
+  title     = {Fashionable Modelling with Flux},
+  journal   = {CoRR},
+  volume    = {abs/1811.01457},
+  year      = {2018},
+  url       = {http://arxiv.org/abs/1811.01457},
+  archivePrefix = {arXiv},
+  eprint    = {1811.01457},
+  timestamp = {Thu, 22 Nov 2018 17:58:30 +0100},
+  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1811-01457},
+  bibsource = {dblp computer science bibliography, https://dblp.org}
+}
+
+@article{innes:2018,
+  author    = {Mike Innes},
+  title     = {Flux: Elegant Machine Learning with Julia},
+  journal   = {Journal of Open Source Software},
+  year      = {2018},
+  doi       = {10.21105/joss.00602},
+}

test/layers/conv.jl

@@ -80,5 +80,30 @@ end
     Dense(288, 10), softmax)
 
   @test size(m(r)) == (10, 5)
-  
+end
+
+@testset "Conv with non quadratic window #700" begin
+  data = zeros(Float32, 7,7,1,1)
+  data[4,4,1,1] = 1
+
+  l = Conv((3,3), 1=>1)
+  expected = zeros(eltype(l.weight),5,5,1,1)
+  expected[2:end-1,2:end-1,1,1] = l.weight
+  @test expected == l(data)
+
+  l = Conv((3,1), 1=>1)
+  expected = zeros(eltype(l.weight),5,7,1,1)
+  expected[2:end-1,4,1,1] = l.weight
+  @test expected == l(data)
+
+  l = Conv((1,3), 1=>1)
+  expected = zeros(eltype(l.weight),7,5,1,1)
+  expected[4,2:end-1,1,1] = l.weight
+  @test expected == l(data)
+
+  @test begin
+    # we test that the next expression does not throw
+    randn(Float32, 10,10,1,1) |> Conv((6,1), 1=>1, Flux.σ)
+    true
+  end
 end