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  1. SystemDS
  2. SYSTEMDS-1115

Vectorize Convolution

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    • Improvement
    • Status: Open
    • Major
    • Resolution: Unresolved
    • None
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    Description

      Once im2col and pad_image are vectorized over all examples, the convolution layer functions can be vectorized as well. This would result in a single matrix multiply in the forward function that computes the convolution over all n images at once, rather than using a parfor loop over the examples.

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          depends upon

          Improvement - An improvement or enhancement to an existing feature or task. SYSTEMDS-1113 Vectorize im2col

          • Major - Major loss of function.
          • Open

          Improvement - An improvement or enhancement to an existing feature or task. SYSTEMDS-1114 Vectorize pad_image

          • Major - Major loss of function.
          • Open

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              dusenberrymw Mike Dusenberry
              dusenberrymw Mike Dusenberry
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              Dates

                Created:
                Updated: