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33 lines
696 B
33 lines
696 B
4 years ago
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from dataclasses import dataclass
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from typing import Dict, Any
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from torch import nn as nn
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from timm.scheduler import Scheduler
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from .updater import Updater
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@dataclass
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class TrainState:
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model: nn.Module = None
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train_loss: nn.Module = None
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eval_loss: nn.Module = None
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updater: Updater = None
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lr_scheduler: Scheduler = None
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model_ema: nn.Module = None
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step_count_epoch: int = 0
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step_count_global: int = 0
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epoch: int = 0
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def __post_init__(self):
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assert self.model is not None
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assert self.updater is not None
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def serialize_train_state(train_state: TrainState):
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pass
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def deserialize_train_state(checkpoint: Dict[str, Any]):
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pass
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