The reshape block takes an input of any shape and changes its shape to an user-defined one.
The only parameter is the desired shape, expressed as a tuple. The product of all dimensions in the tuple must equal the product of all dimensions in the input.
Note
A word of warning: not all reshapes make sense, for example, if you have an RGBA image that is 8x8x4, under no circumstances would you go for 8x16x2.
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