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Asynchronous Execution of Python Code on Task-Based Runtime Systems

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Figure

Fig.  l.  Overview  of  the  Phylanx  toolkit  and  its  interactions  with  external libraries
Fig.  2.  Phylanx visualization  tool provides  a  side-by-side  view  of  the code and  the  corresponding  expression  tree along  with  performance  information  collected  by  builtin performance counters
Fig.  3.  Phylanx  program  flow.  Phylanx  frontend  generates  AST  (PhySL)  of  the  decorated Python  code
Fig.  4.  Speedup  of  the  PhySL  implementation  of  the  ALS  algorithm  over  the  Python  implementation

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