ColossalAI/colossalai/legacy/tensor/tensor_spec.py

22 lines
697 B
Python

from dataclasses import dataclass
from typing import Optional
from colossalai.legacy.tensor.distspec import DistPlacementPattern, _DistSpec
from colossalai.legacy.tensor.process_group import ProcessGroup
from .compute_spec import ComputeSpec
@dataclass
class ColoTensorSpec:
"""ColoTensorSpec
A data class for specifications of the `ColoTensor`.
It contains attributes of `ProcessGroup`, `_DistSpec`, `ComputeSpec`.
The latter two attributes are optional. If not set, they are default value is `Replicate()` and `None`.
"""
pg: ProcessGroup
dist_attr: Optional[_DistSpec] = _DistSpec(DistPlacementPattern.REPLICATE)
compute_attr: Optional[ComputeSpec] = None