experiments.configs.scheduler

experiments/configs/scheduler.py 
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scheduler_defaults = {
    'linear_schedule_with_warmup': {
        'scheduler_kwargs': {
            'num_warmup_steps': 0,
        },
    },
    'cosine_schedule_with_warmup': {
        'scheduler_kwargs': {
            'num_warmup_steps': 0,
        },
    },
    'ReduceLROnPlateau': {
        'scheduler_kwargs': {},
    },
    'StepLR': {
        'scheduler_kwargs': {
            'step_size': 1,
        }
    },
    'MultiStepLR': {
        'scheduler_kwargs': {
            'gamma': 0.1,
        }
    },
}