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        "author": "Takashi WATANABE",
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            "Programming Language :: Python :: 3",
            "Topic :: Software Development"
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        "description": "# runmetal: call Apple Metal Framework from Python (or YAML-recipe)\n\n- numpy array -> GPU buffer -> compute -> copy result into numpy array\n\n## requirements\n\n- macOS\n- Xcode (or CommandLineTools)\n    - Metal Framework\n- Python 3.x\n\n## install\n\n(python)\n- brew install pyenv\n- pyenv install 3.7.1\n\n(venv)\n- python -m venv .\n- ./bin/pip install -r requirements.txt\n- ./bin/python setup.py install\n- ./bin/runmetal run example/xxx.yaml\n\n## examples(YAML)\n\n- [pi](example/pi.yaml)\n    - calculate \u03c0 by monte carlo\n        - numpy.random.random()\n        - -> copy numpy to GPU buffer\n        - -> compute sqrt(x*x+y*y) < 1.0\n        - -> copy GPU buffer to numpy bool8 array\n        - numpy.sum(result == True)/len(result)*4\n    - runmetal run example/pi.yaml\n- [rand](example/rand.yaml)\n    - random number generator (LCG)\n\n## examples(python)\n\nTBD\n\n\n",
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        "license": "MIT",
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        "name": "runmetal",
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