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How to work with variable width and variable height matrices in MATLAB?
I have 3D matrix for which I need to apply forward and backward pass. In the forward pass I need to apply the operation which takes vectors from the 3D matrix as the inputs and returns the vector as the output. But the width of the output vector depends on the number of inputs and so does the height. But the height of the output vector always equals to the number of rows in the matrix.
What I need is the way that the algorithm can be applicable for variable width and variable height matrices.
For example, consider the following matrix:
dum=
1 2 1
2 2 1
3 1 2
The forward pass should apply the matrix multiplication. Since the matrix multiplication is just the outer product of the vectors, it should be the matrix that has both the size of the first and the second dimensions of the matrix. What happens is that matlab just multiplies each row of the matrix by each row in the matrix without considering the width of the output.
The backward pass is just the reverse operation. The output should be one row for one input as in the following example:
dum=
1 2 1
0 0
0 2
So in general, the forward pass should take the number of inputs and the number of outputs and multiply the two matrices together to produce an output. The inputs would have the vector of the width and the height of the output would be the same as the number of rows in the input. In the case of the forward pass, the width of the outputs would be different.
Any ideas how to implement this in matlab, or any help is appreciated.
A:
What you want to do
https://colab.research.google.com/drive/1rpnlIyyc7snkZIJkpGEK5GKtFpfylPsA
https://colab.research.google.com/drive/1tgsn7USDvTmsyF3xVYy7ClWj8eCXH2Yy
https://colab.research.google.com/drive/13ZJZ8vlBkeoFuAoeS6SlhIGdwv2BEW1o
https://colab.research.google.com/drive/1yweyIT5Fx9DUaMB8M5frhNXClJ4yKNCN
https://colab.research.google.com/drive/1DcL7SahIsG03I0w0nmmpZxzINvcfTEN5
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