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Knowledge Parallel Extensions for Python — Knowledge Parallel Extensions for Python* 0.1 documentation

Knowledge Parallel Extensions for Python — Knowledge Parallel Extensions for Python* 0.1 documentation

2023-11-23 22:40:43

Data Parallel Extensions for Python

Knowledge Parallel Extensions for Python* lengthen numerical Python capabilities past CPU and permit even larger efficiency
positive factors on information parallel gadgets, corresponding to GPUs. It consists of three foundational packages:

  • dpnp – Knowledge Parallel Extensions for Numpy* – a library that implements a subset of
    Numpy that may be executed on any information parallel gadget. The subset is a drop-in alternative
    of core Numpy capabilities and numerical information sorts.

  • numba_dpex – Knowledge Parallel Extensions for Numba* – an extension for Numba compiler
    that permits you to program data-parallel gadgets as you program CPU with Numba.

    See Also

  • dpctl – Knowledge Parallel Management library that gives utilities for gadget choice,
    allocation of knowledge on gadgets, tensor information construction together with Python* Array API Standard implementation, and help for creation of user-defined data-parallel extensions.

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