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Add support for HOP4 attention block during conversion

Franck Galpin requested to merge shape_node_to_reshape into master

Add support for attention block with reshape depending on shape.

  • Several unit tests are added to robustify shape, reshape nodes cases. Correct matrix 4d unit test
  • A special pattern detection is added for ONNX producing a sub graph which can be reduced to a single shape node.
  • clean/refactor the code to support more transpose cases
  • add support to output graph where inputs are named inputs (default values is put in place)
  • reshape node conversion extended where shape is coming from a tensor
  • transpose node is extended to detect user explicit transpose in case nchw of dim==4
Edited by Franck Galpin

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