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Adam Osewski authored
* Helper function get_axes_mapping. * Enhance Broadcast:v1 NUMPY broadcasting. - Enable NUMPY broadcasting mechanism to work in bothdirections: target_shape <-> arg_shape * Add opset1:squeeze and fix bug in reading squeezed axis idx. * Fix and enhance downgrade pass for Broadcast:v1 * Use Broadcast:v1 in ONNX Expand operator. * Replace Broadcast:v0 with v1 in some helper functions. * Remove call to deprecated legacy_broadcasting helper function. * Add helper get_axes_mapping_output function. * Use directly Broadcast:v1 instead of helper function. * Get back operators from v0 in helper function. * Use helper function and some refactoring. * Add legacy style broadcast helper function for opset1. * User helper broadcasting function for arithmetic operators. * Add empty axis only if its size is equal to one. * Aplly review remarks: - Rename broadcasting function deleting _values_ infix - Remove variables used only once. - Use STL library where possible. - Remove unnecessary conditions. * Add helper for Broadcast:v1. * Fix merge artifact and force unsigned type for argument. * Review. Add additional check for static output. * Apply clang-format. * Fix: call v0 ops in ngraph::builder namespace. Co-authored-by: Robert Kimball <robert.kimball@intel.com>