Minor Patch

Author: Avik Pal

src/nnpack/nnlib.jl

@@ -91,7 +91,7 @@ function ∇conv_data(dy::AA{4}, x::AA{4}, w::AA{4}; pad = 0, stride = 1, dilati
     dilation == 1 || dilation == (1, 1) || error("NNPACK does not support dilation > 1")
     pad_, stride_ = padtuple(x, pad), padtuple(x, stride)
     ((size(x, 1) - size(w, 1) + 2 * pad_[1]) % stride_[1] == 0 && (size(x, 2) - size(w, 2) + 2 * pad_[2]) % stride_[2] == 0) || error("Choose the stride, pad and kernel size properly")
-    ∇conv_data!(zeros(Float32, size(x)), dy, x, w; pad = pad, stride = stride, dilation = dilation, algo = UInt32(algo))
+    ∇conv_data!(zeros(Float32, size(x)), dy, x, w; pad = pad_, stride = stride_, dilation = dilation, algo = UInt32(algo))
 end
 
 ∇conv_data!(dx::AbstractArray{Float64, 4}, dy::AbstractArray{Float64, 4}, x::AbstractArray{Float64, 4}, w::AbstractArray{Float64, 4}; pad = 0, stride = 1, dilation = 1, algo = UInt32(0), flipkernel = 0) =
@@ -109,7 +109,7 @@ function ∇conv_filter(dy::AA{4}, x::AA{4}, w::AA{4}; pad = 0, stride = 1, dila
     dilation == 1 || dilation == (1, 1) || error("NNPACK does not support dilation > 1")
     pad_, stride_ = padtuple(x, pad), padtuple(x, stride)
     ((size(x, 1) - size(w, 1) + 2 * pad_[1]) % stride_[1] == 0 && (size(x, 2) - size(w, 2) + 2 * pad_[2]) % stride_[2] == 0) || error("Choose the stride, pad and kernel size properly")
-    ∇conv_filter!(zeros(Float32, size(w)), dy, x, w; pad = pad, stride = stride, dilation = dilation, algo = UInt32(algo))
+    ∇conv_filter!(zeros(Float32, size(w)), dy, x, w; pad = pad_, stride = stride_, dilation = dilation, algo = UInt32(algo))
 end
 
 ∇conv_filter!(dw::AbstractArray{Float64, 4}, dy::AbstractArray{Float64, 4}, x::AbstractArray{Float64, 4}, w::AbstractArray{Float64, 4}; pad = 0, stride = 1, dilation = 1, algo = UInt32(0), flipkernel = 0) =