onnxruntime

d8c1826c - [CUDA] Support volumetric (3-D) grid sampling in the CUDA GridSample operator (#27201)

[CUDA] Support volumetric (3-D) grid sampling in the CUDA GridSample operator (#27201) ### Description 1. Supports volumetric input grid sampling in the CUDA EP `GridSample` operator (i.e.) 5-D input tensor a.k.a 3-D spatial data 2. Registers the CUDA `GridSample` operator for opsets 20 and 22 3. Supports both NCHW and NHWC layouts for volumetric inputs 4. Does not support `cubic` mode for volumetric inputs for now and this is consistent with the CPU version of the implementation and hence will not cause "functional regression" (i.e.) `cubic` mode for 3-D spatial data is not supported on CPU and CUDA before and after this change. This is a TODO for the future. 5. There are enough unit tests in `grid_sample_test.cc` to cover the volumetric input case and this is run in both NCHW (NCDHW for volumetric case) and NHWC (NDHWC for volumetric case) layouts for the CUDA EP ### Motivation and Context Resolve https://github.com/microsoft/onnxruntime/issues/21382 Resolve https://github.com/microsoft/onnxruntime/issues/18942 Resolve https://github.com/microsoft/onnxruntime/issues/16581 Resolve https://github.com/microsoft/onnxruntime/issues/18313 Related CPU PRs (for opset 20 and opset 22): https://github.com/microsoft/onnxruntime/pull/17744 && https://github.com/microsoft/onnxruntime/pull/23344