two spaces

Author: Michael Abbott

src/deprecations.jl

@@ -6,10 +6,10 @@
 
 # Was used both Dense(10, 2, initb = Zeros) and Dense(rand(2,10), Zeros())
 struct Zeros
-    function Zeros()
-      @warn "Zeros() is deprecated, please simply use bias=false instead" maxlog=3
-      false
-    end
+  function Zeros()
+    @warn "Zeros() is deprecated, please simply use bias=false instead" maxlog=3
+    false
+  end
 end
 Zeros(args...) = Zeros()
 

src/layers/basic.jl

@@ -148,11 +148,11 @@ function Base.show(io::IO, l::Dense)
 end
 
 function _dense_promote(d, x)
-    eltype(d.W) == eltype(x) && return x
-    T = eltype(d.W)
-    warn_string("Input of type ", typeof(x)," does not match layer ", d,
-        ", eltype(W) = ", T, T <: AbstractFloat ? ". Will try to convert." : "")
-    T <: AbstractFloat ? T.(x) : x
+  eltype(d.W) == eltype(x) && return x
+  T = eltype(d.W)
+  warn_string("Input of type ", typeof(x)," does not match layer ", d,
+    ", eltype(W) = ", T, T <: AbstractFloat ? ". Will try to convert." : "")
+  T <: AbstractFloat ? T.(x) : x
 end
 
 warn_string(arg...) = @warn string(arg...) maxlog=3 _id=hash(arg)

src/layers/conv.jl

@@ -9,8 +9,8 @@ expand(N, i::Tuple) = i
 expand(N, i::Integer) = ntuple(_ -> i, N)
 
 conv_reshape_bias(c) = c.bias isa AbstractVector ?
-    reshape(c.bias, map(_->1, c.stride)..., :, 1) :
-    c.bias
+  reshape(c.bias, map(_->1, c.stride)..., :, 1) :
+  c.bias
 
 """
     SamePad()
@@ -258,7 +258,7 @@ function ConvTranspose(w::AbstractArray{T,N}, b::Union{Bool,AbstractVector{T}},
   stride = expand(Val(N-2), stride)
   dilation = expand(Val(N-2), dilation)
   pad = calc_padding(ConvTranspose, pad, size(w)[1:N-2], dilation, stride)
-  bias = create_bias(b, zeros, size(w, N-1)) 
+  bias = create_bias(b, zeros, size(w, N-1))
   return ConvTranspose(σ, w, bias, stride, pad, dilation)
 end