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Extend the Resize operator to support 2x upsampling in Bicubic mode

Nianxiang Fu requested to merge NianxiangFu/sadl:resize into master

This MR includes the following changes:

  1. Extended the Resize operator to support 2x upsampling in Bicubic mode.
  2. Provided a test model: resize_bicubic_up2.onnx.
  3. Added support for converting the Resize operator in Bicubic mode from float to int16.

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