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[zero] support all-gather overlap (#5898)
* [zero] support all-gather overlap * [zero] add overlap all-gather flag * [misc] fix typo * [zero] update api
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Original file line number | Diff line number | Diff line change |
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from typing import List | ||
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from torch._tensor import Tensor | ||
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from colossalai.tensor.param_op_hook import ColoParamOpHook | ||
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_ALL_GATHER_HANDLE = "_all_gather_handle" | ||
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def wait_all_gather_handle(p): | ||
if hasattr(p, _ALL_GATHER_HANDLE): | ||
handle = getattr(p, _ALL_GATHER_HANDLE) | ||
handle.wait() | ||
delattr(p, _ALL_GATHER_HANDLE) | ||
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def set_all_gather_handle(p, handle): | ||
setattr(p, _ALL_GATHER_HANDLE, handle) | ||
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class ZeroOpHook(ColoParamOpHook): | ||
def pre_forward(self, params: List[Tensor]) -> None: | ||
for p in params: | ||
wait_all_gather_handle(p) | ||
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def post_forward(self, params: List[Tensor]) -> None: | ||
pass | ||
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def pre_backward(self, params: List[Tensor]) -> None: | ||
pass | ||
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def post_backward(self, params: List[Tensor]) -> None: | ||
pass |
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