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Current implementation treats CPU and GPU data identically, which may lead to unnecessary data transfers using the CUDA backend
Implementation details:
- Modify
adios2_io.f90
to detect backend type at runtime - Add backend-specific implementation for write operations
- Implement CUDA-specific code path using ADIOS2's GPU-aware functionality
- Add proper synchronisation for CUDA streams before I/O
- Add build-time detection of ADIOS2 CUDA support
Acceptance criteria:
- Data remains on GPU during I/O operations when using CUDA backend
- Performance improvement for checkpoint/snapshot operations with large datasets on GPU
- Graceful fallback when ADIOS2 lacks CUDA support
- No performance regression for OMP backend
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infrastructureSoftware infrastructureSoftware infrastructure