37 lines
1.1 KiB
Python
37 lines
1.1 KiB
Python
#####################################################
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# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.06 #
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#####################################################
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"""The module and yaml related functions."""
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from .module_utils import call_by_dict
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from .module_utils import call_by_yaml
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from .module_utils import nested_call_by_dict
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from .module_utils import nested_call_by_yaml
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from .yaml_utils import load_yaml
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from .torch_utils import count_parameters
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from .logger_utils import Logger
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"""The data sampler related classes."""
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from .sampler_utils import BatchSampler
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"""The meter related classes."""
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from .meter_utils import AverageMeter
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"""The scheduler related classes."""
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from .scheduler_utils import CosineParamScheduler, WarmupParamScheduler, LRMultiplier
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def get_scheduler(indicator, lr):
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if indicator == "warm-cos":
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multiplier = WarmupParamScheduler(
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CosineParamScheduler(lr, lr * 1e-3),
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warmup_factor=0.001,
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warmup_length=0.05,
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warmup_method="linear",
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)
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else:
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raise ValueError("Unknown indicator: {:}".format(indicator))
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return multiplier
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