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sphinx>=1.4 | ||
sphinx-argparse | ||
sphinx_rtd_theme | ||
sphinx-gallery | ||
sphinx-gallery |
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Dace | ||
============ | ||
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DaCe is a parallel programming framework developed at Scalable Parallel Computing Laboratory (SPCL), DaCe is a high level intermediate representation (IR) that parses most of the Python/NumPy semantcs, and Fortran programming languages in the frontend to DaCe IR, and then optimizes the IR by passes/transformations, the DaCe IRs then used by the backend codegen to generate highly efficient C++ code for high-performance CPU, GPU, and FPGA hardware devices. | ||
DaCe is a parallel programming framework developed at Scalable Parallel Computing Laboratory (SPCL), DaCe is a high level intermediate representation (IR) that parses most of the Python/NumPy semantcs, and Fortran programming languages in the frontend to DaCe IR, and then optimizes the IR by passes/transformations, the DaCe IRs then used by the backend codegen to generate highly efficient C++ code for high-performance CPU, GPU, and FPGA hardware devices. | ||
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DaCe IR uses the Stateful Dataflow multiGraphs (SDFG) data-centric intermediate representation: A transformable, interactive representation of code based on data movement. Since the input code and the SDFG are separate, it is possible to optimize a program without changing its source, so that it stays readable. On the other hand, the used optimizations are customizable and user-extensible, so they can be written once and reused in many applications. With data-centric parallel programming, we enable direct knowledge transfer of performance optimization, regardless of the application or the target processor. | ||
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For more detailed document about DaCe, please refer to the following link: | ||
https://spcldace.readthedocs.io/en/latest/index.html | ||
https://spcldace.readthedocs.io/en/latest/index.html |
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Gt4py | ||
Gt4py | ||
========== | ||
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pace-physics includes the Python implementation of GFS physics built using the GT4Py domain-specific language. | ||
Currently, only GFDL cloud microphysics is integrated into Pace. | ||
Additional physics schemes (NOAH land surface, GFS sea ice, scale-aware mass-flux shallow convection, hybrid eddy-diffusivity mass-flux PBL and free atmospheric turbulence, and rapid radiative transfer model) have been ported indendepently and are available in the `physics-standalone`_ repository. | ||
Additional work is required to integrate these schemes. | ||
Additional work is required to integrate these schemes. |
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* :ref:`genindex` | ||
* :ref:`modindex` | ||
* :ref:`search` | ||
* :ref:`search` |
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goto end | ||
) | ||
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:end | ||
:end |
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Program Guide | ||
============= | ||
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This page will include general introductory information about NDSL, including external links to docs. | ||
This page will include general introductory information about NDSL, including external links to docs. |
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