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This pull request enables model inference and training on AMD hardware with ROCm support. The key updates include:
The original CUDA code remains intact to preserve existing functionality. All ROCm-specific modifications are wrapped within #ifdef/#ifndef USE_ROCM macros.
Made minor updates to the Python code to ensure compatibility with CUDA-based systems.
This push does not include ROCm-specific optimizations.