Python Experiment.calc_configs примеры использования

Пример #1

Файл: mnist_loop.py Проект: Kaushalya/lab

def main():
    conf = Configs()
    experiment = Experiment(writers={'sqlite'})
    experiment.calc_configs(conf, {'optimizer': 'adam_optimizer'},
                            ['set_seed', 'main'])
    experiment.add_models(dict(model=conf.model))
    experiment.start()
    conf.main()

Пример #2

def main():
    conf = Configs()
    experiment = Experiment(writers={'sqlite', 'tensorboard'})
    experiment.calc_configs(conf,
                            {'epochs': 'random'},
                            ['set_seed', 'main'])
    experiment.add_models(dict(model=conf.model))
    experiment.start()
    conf.main()

Пример #3

def main():
    conf = Configs()
    experiment = Experiment(writers={'sqlite', 'tensorboard'})
    experiment.calc_configs(conf, {}, run_order=['set_seed', 'main'])
    experiment.start()
    conf.main()