표 1. | Table 1. 각 레이어 필터 크기 및 fully connected layer 크기 | Filter sizes and fully connected layer size.

Layer Number of filters Filter size Stride Padding Output size
1st filter Conv 2D 16 16×16 1×1 Same 108×90×16
Average pooling 2D - 2×2 2×2 Valid 54×45×16
2nd filter Conv 2D 32 8×8 1×1 Same 54×45×32
Average pooling 2D - 2×2 1×1 Valid 53×44×32
3rd filter Conv 2D 64 4×4 1×1 Same 53×44×64
Average pooling 2D - 2×2 2×2 Valid 26×22×64
4th filter Conv 2D 128 2×2 1×1 Same 26×22×128
Average pooling 2D - 2×2 2×2 Valid 13×11×128
Flatten - - - - - 18,304
Dense - - - - - 9,720