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Fix wrong conv2d output size calculation

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Matúš Námešný
2024-05-23 21:38:11 +02:00
parent a300ab6dd5
commit 37c29d6734
1 changed files with 3 additions and 2 deletions
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5
src/layers/conv2d.cu
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@@ -26,11 +26,12 @@ Conv2d::Conv2d(
stride(stride), stride(stride),
numFilters(numFilters), numFilters(numFilters),
paddingSize(paddingSize) { paddingSize(paddingSize) {
outputSize = { outputSize = {
(inputSize.first - kernelSize.first + 2 * paddingSize.first) / (inputSize.first - kernelSize.first + 2 * paddingSize.first) /
stride.first + 1, stride.first + 1,
(inputSize.first - kernelSize.first + 2 * paddingSize.first) / (inputSize.second - kernelSize.second + 2 * paddingSize.second) /
stride.first + 1 stride.second + 1
}; };
activation = activation =