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src/diffusers/hooks/context_parallel.py

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if torch.distributed.is_available():
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import torch.distributed._functional_collectives as funcol
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from ..models._modeling_parallel import (
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ContextParallelConfig,
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ContextParallelInput,
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ContextParallelModelPlan,
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ContextParallelOutput,
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)
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from ..models._modeling_parallel import (
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ContextParallelConfig,
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ContextParallelInput,
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ContextParallelModelPlan,
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ContextParallelOutput,
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)
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from ..utils import get_logger
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from ..utils.torch_utils import unwrap_module
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from .hooks import HookRegistry, ModelHook

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