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OpenDAS
ColossalAI
Commits
1168b50e
Commit
1168b50e
authored
Mar 28, 2023
by
Zirui Zhu
Committed by
binmakeswell
Mar 29, 2023
Browse files
[NFC] polish colossalai/engine/schedule/_pipeline_schedule_v2.py code style (#3275)
parent
196d4696
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colossalai/engine/schedule/_pipeline_schedule_v2.py
colossalai/engine/schedule/_pipeline_schedule_v2.py
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colossalai/engine/schedule/_pipeline_schedule_v2.py
View file @
1168b50e
#!/usr/bin/env python
# -*- encoding: utf-8 -*-
from
typing
import
Tuple
,
Iterable
from
typing
import
Iterable
,
Tuple
from
colossalai
import
engine
import
colossalai.communication.p2p_v2
as
comm
import
torch.cuda
import
colossalai.communication.p2p_v2
as
comm
from
colossalai
import
engine
from
colossalai.context.parallel_mode
import
ParallelMode
from
colossalai.core
import
global_context
as
gpc
from
colossalai.utils.cuda
import
get_current_device
...
...
@@ -35,7 +36,7 @@ def pack_return_tensors(return_tensors):
class
PipelineScheduleV2
(
PipelineSchedule
):
"""Derived class of PipelineSchedule, the only difference is that
forward_backward_step is reconstructed with p2p_v2
Args:
num_microbatches (int): The number of microbatches.
data_process_func (Callable, optional):
...
...
@@ -43,9 +44,9 @@ class PipelineScheduleV2(PipelineSchedule):
tensor_shape (torch.Size, optional): Specified shape in pipeline communication.
scatter_gather_tensors (bool, optional):
If set to `True`, communication will be reduced over pipeline when using 1D tensor parallelization.
Example:
# this shows an example of customized data_process_func
def data_process_func(stage_output, dataloader_output):
output1, output2 = stage_output
...
...
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