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Weijie Bao requested to merge Weijie/sadl-extension:Resize into dev_v7

This MR includes the following changes:

  1. Added the Resize feature, which supports two upsampling modes: bilinear and nearest. Resize is compatible with both PyTorch and TF2 and supports both integer and floating-point operations.
  2. Provided four test models: resize_bilinear_up2_pytorch.onnx, resize_bilinear_up2_tf2.onnx, resize_nearest_up2_pytorch.onnx, and resize_nearest_up2_tf2.onnx.
  3. Added support for converting the GridSampel feature from float to int16.

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