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Add C and Python modes #1274

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@ricardoV94

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@ricardoV94

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C would be equivalent to the current FAST_RUN. In the future we may want to change FAST_RUN to be the current NUMBA

Python would be new, something with a python VM but fast_run optimizations and no cxx optimizations. May consider if we want to use the JIT linker machinery to define python code that avoids the input/output storage hoops that exist right now in Op.perform. Ideally this would be as fast as running sequential numpy code, with the only overhead being a function call for each Op.

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