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A summary table of the frameworks' features
Framework | Language | Interactive | Batch | Online/Realtime | GUI Driven | Speed | Parallel Procesing | Learning | LCLS Support | |
---|---|---|---|---|---|---|---|---|---|---|
C++, python | No | Yes | Yes (shared memory | No | High | No (developers still can do OpenMP) | Low for usage | Yes | ||
python | Yes | Yes | Yes (shared memory | No | Normal | High (with MPI parallelization) | Yes (thousands of cores with MPI) No | Low | Yes | |
C++ | Yes | No | Yes (native framework for | Yes | High | No | Very low for usage | Yes | ||
MATLAB | Yes | Yes | No | No | Normal | Yes (w/ Parallel Computing Toolbox: parfor, GPU) | Low | Licenses only | ||
IDL | Yes | No | No | Yes | Normal | Yes (IDL thread pool) | Low | Licenses only | ||
CASS | C++ | Yes | Yes | Yes (shared memory | No | High | Yes (multiple threads) | High | No |