Analytical Models in Database

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 'model_data': {'model_code_python': 'import numpy as np\r\n'
                                     '\r\n'
                                     'def speedup_model(point):\r\n'
                                     '\r\n'
                                     "    nproc = point['nproc']\r\n"
                                     '    parallel_portion = '
                                     "point['parallel_portion']\r\n"
                                     '\r\n'
                                     '    speedup = 1.0 / ((1.0 - '
                                     'parallel_portion) + '
                                     'parallel_portion/nproc)\r\n'
                                     '\r\n'
                                     '    return speedup',
                'model_description': 'A speedup analytical function (speedup '
                                     'over the number of processors) based on '
                                     "Amdahl's Law.",
                'model_name': "Speedup Function - Amdahl's Law",
                'model_pointer': 'https://en.wikipedia.org/wiki/Amdahl%27s_law',
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 'model_name': "Speedup Function - Amdahl's Law",
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 'unique_name': "Speedup Function _ Amdahl's "
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 'user_info': {'affiliation': 'UC Berkeley',
               'user_email': 'younghyun@berkeley.edu',
               'user_name': 'ycho'}}