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https://github.com/hpcaitech/ColossalAI.git
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57 lines
2.1 KiB
Python
57 lines
2.1 KiB
Python
from typing import Optional
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class TensorParallelEnv(object):
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_instance = None
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def __new__(cls, *args, **kwargs):
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if cls._instance is None:
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cls._instance = object.__new__(cls, *args, **kwargs)
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return cls._instance
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def __init__(self, *args, **kwargs):
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self.load(*args, **kwargs)
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def load(self,
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mode: Optional[str] = None,
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vocab_parallel: bool = False,
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parallel_input_1d: bool = False,
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summa_dim: int = None,
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tesseract_dim: int = None,
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tesseract_dep: int = None,
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depth_3d: int = None,
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input_group_3d=None,
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weight_group_3d=None,
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output_group_3d=None,
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input_x_weight_group_3d=None,
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output_x_weight_group_3d=None):
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self.mode = mode
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self.vocab_parallel = vocab_parallel
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self.parallel_input_1d = parallel_input_1d
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self.summa_dim = summa_dim
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self.tesseract_dim = tesseract_dim
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self.tesseract_dep = tesseract_dep
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self.depth_3d = depth_3d
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self.input_group_3d = input_group_3d
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self.weight_group_3d = weight_group_3d
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self.output_group_3d = output_group_3d
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self.input_x_weight_group_3d = input_x_weight_group_3d
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self.output_x_weight_group_3d = output_x_weight_group_3d
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def save(self):
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return dict(mode=self.mode,
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vocab_parallel=self.vocab_parallel,
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parallel_input_1d=self.parallel_input_1d,
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summa_dim=self.summa_dim,
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tesseract_dim=self.tesseract_dim,
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tesseract_dep=self.tesseract_dep,
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depth_3d=self.depth_3d,
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input_group_3d=self.input_group_3d,
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weight_group_3d=self.weight_group_3d,
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output_group_3d=self.output_group_3d,
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input_x_weight_group_3d=self.input_x_weight_group_3d,
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output_x_weight_group_3d=self.output_x_weight_group_3d)
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tensor_parallel_env = TensorParallelEnv()
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