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28 lines
1.1 KiB
28 lines
1.1 KiB
3 years ago
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#!/usr/bin/env python
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# -*- encoding: utf-8 -*-
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import torch.nn as nn
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from colossalai.context import ParallelMode
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from colossalai.core import global_context as gpc
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class ParallelLayer(nn.Module):
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def __init__(self):
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super().__init__()
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self.data_parallel_rank = 0 if not gpc.is_initialized(ParallelMode.DATA) else gpc.get_local_rank(
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ParallelMode.DATA)
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self.data_parallel_size = 1 if not gpc.is_initialized(ParallelMode.DATA) else gpc.get_world_size(
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ParallelMode.DATA)
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self.tensor_parallel_rank = 0 if not gpc.is_initialized(ParallelMode.TENSOR) else gpc.get_local_rank(
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ParallelMode.TENSOR)
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self.tensor_parallel_size = 1 if not gpc.is_initialized(ParallelMode.TENSOR) else gpc.get_world_size(
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ParallelMode.TENSOR)
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self.pipeline_parallel_rank = 0 if not gpc.is_initialized(ParallelMode.PIPELINE) else gpc.get_local_rank(
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ParallelMode.PIPELINE)
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self.pipeline_parallel_size = 1 if not gpc.is_initialized(ParallelMode.PIPELINE) else gpc.get_world_size(
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ParallelMode.PIPELINE)
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