Write a C++ program to create maximum and average pooling: The submatrix for the MaxPooling and Average Pooling are 4x4
Posted: Sat May 14, 2022 3:43 pm
Write a C++ program to create maximum and average pooling:
The submatrix for the MaxPooling and Average Pooling are 4x4
(2x2 in the image posted). The initial matrix is 128x128, but the
code should preferably work with dynamic square matrix, so with 4*x
rows and 4*x columns (4x4, 8x8, 16x16,...)
Example for MaxPool:
...
return MaxPool_Matrix
}
It gets a float** -> matrix a as input, and number of
rows/columns the initial matrix is made of. It should return a
Maxpooled matrix of (rows/4)*(columns/4) dimension, so a 2x2 matrix
from a 8x8 input matrix
158 15 942 11 586 8 7 3 17 23 7 3 8 17 Max pooling 10 5 Average pooling 5 CO 8
The submatrix for the MaxPooling and Average Pooling are 4x4
(2x2 in the image posted). The initial matrix is 128x128, but the
code should preferably work with dynamic square matrix, so with 4*x
rows and 4*x columns (4x4, 8x8, 16x16,...)
Example for MaxPool:
...
return MaxPool_Matrix
}
It gets a float** -> matrix a as input, and number of
rows/columns the initial matrix is made of. It should return a
Maxpooled matrix of (rows/4)*(columns/4) dimension, so a 2x2 matrix
from a 8x8 input matrix
158 15 942 11 586 8 7 3 17 23 7 3 8 17 Max pooling 10 5 Average pooling 5 CO 8