refactor: 修改参数传递方案
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@@ -36,8 +36,6 @@ class TrainContextBuilder:
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self.config = config
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self._context = TrainContext(
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model=config.model,
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optimizer=config.optimizer,
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scheduler=config.scheduler,
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world_size=get_world_size(),
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rank=get_rank(),
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)
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@@ -46,20 +44,17 @@ class TrainContextBuilder:
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self._context.model = self._context.model.to(device=device)
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if self.config.nprocs > 1:
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fn = self.config.parallel_wrapper
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optimizer_fn = self.config.optimizer_factory
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scheduler_fn = self.config.scheduler_factory
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self._context.model = fn(self._context.model)
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self._context.optimizer = optimizer_fn(self._context.model.parameters())
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self._context.scheduler = scheduler_fn(self._context.optimizer)
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self._context.optimizer = self.config.optimizer_fn(self._context.model.parameters())
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self._context.scheduler = self.config.scheduler_fn(self._context.optimizer)
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def with_checkpoint(self, checkpoint: Optional[Checkpoint]) -> Self:
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if checkpoint is None:
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checkpoint = Checkpoint(
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optimizer_state_dict=self.config.optimizer.state_dict(),
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scheduler_state_dict=self.config.scheduler.state_dict() if self.config.scheduler is not None else None,
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optimizer_state_dict=self._context.optimizer.state_dict(),
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scheduler_state_dict=self._context.scheduler.state_dict(),
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)
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else:
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# resume from the assigned checkpoint or assigned iteration
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@@ -102,6 +97,5 @@ class TrainContextBuilder:
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)
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return self
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def build(self) -> TrainContext:
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return self._context
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