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* Separate layouts into separate entities for input, weight, and output tensors. * Add test for handling bias tensor layouts. * Use instance string in builder tests. * Add handling of output bias data types and layouts. * Generalize handling of the elementwise ops. * Test fix. * Create builder for layouts. * Layout builder improvements. * Improve layout builder. * Simplify bias layout handling. * Code clean-up. * Move layout utils into separate file. * Remove hard-coded layout combinations. * Small code clean-up. * Move data type utils into a separate file. * Add data types, layouts, and elementwise ops per conv tensor. * Builder bug fixes after refactoring. * Working baseline. * Make signature definition look nice in the test code. * Move TensorConfig into test implementations. * Fix all fwd conv builder tests. * Fix conv traits and descriptors tests. * More factory assets under a separate directory. * Fix building conv traits. * Fix clang-format. * Add Readme doc to describe the design. * Add link to main Readme. Fix links in the builder design doc. * Clean-up data type/layout/elementwise op conversions. * Switch from dimension and tensor type specific layouts to a flat list of tensor layouts. * Fix clang-formatting. * Fix clang-format for test code. * Simplify fwd conv signature definitions in the test code. * Remove accidental edits. * Fix comment string. * Fix instance factory after rebase. * Fix tests after rebase. * Unify layout handling. * Add more conv layout unit tests. * Clang-format. * Fix merge conflicts. * Improve elementwise op handling. --------- Co-authored-by: Ville Pietilä <>