GridSample Int
This MR introduces support for the int16 data type. In comparison to the previous GridSample MR, the following changes have been made:
- During int16 inference, no computations involving float data are performed.
- Intermediate results are now consistently stored as int32_t data type to maintain operator precision.
- Extensive code cleanup has been conducted to enhance overall code readability.