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Implement avg pool test

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This commit is contained in:
Matúš Námešný
2024-03-20 21:57:22 +01:00
parent dfff0360d9
commit 6f4cdf3792
7 changed files with 147 additions and 32 deletions
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2
src/kernels/pooling.cu
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@@ -49,7 +49,7 @@ __global__ void Kernels::avg_pooling(
int i = blockDim.y * blockIdx.y + threadIdx.y;
int c = blockDim.z * blockIdx.z + threadIdx.z;
if (i >= inputSize || j >= inputSize || c >= nChannels) {
if (i >= outputSize || j >= outputSize || c >= outputSize) {
return;
}

3
src/layers/avg_pooling.cu
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@@ -24,9 +24,6 @@ AvgPooling2D::AvgPooling2D(
CUDA_CHECK(cudaMalloc(
(void**)&d_output, sizeof(float) * outputSize * outputSize * nChannels
));
gridSize =
(outputSize * outputSize * nChannels + BLOCK_SIZE - 1) / BLOCK_SIZE;
}
AvgPooling2D::~AvgPooling2D() {

3
src/layers/max_pooling.cu
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@@ -25,9 +25,6 @@ MaxPooling2D::MaxPooling2D(
CUDA_CHECK(cudaMalloc(
(void**)&d_output, sizeof(float) * outputSize * outputSize * nChannels
));
gridSize = (outputSize * outputSize * nChannels + BLOCK_SIZE - 1) / BLOCK_SIZE;
}