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[AMP]split minimize and add unscale_ for GradScaler #3897
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TCChenlong
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Sep 28, 2021
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[AMP]split minimize and add unscale_ for GradScaler #3897
TCChenlong
merged 6 commits into
PaddlePaddle:develop
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zhangbo9674:dev/splic-minimize_and_unscale
Sep 28, 2021
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zhangbo9674
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[AMP]splic minimize and add unscale_ for GradScaler
[AMP]split minimize and add unscale_ for GradScaler
Sep 22, 2021
zhiqiu
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LGTM
fix doc style
…ev/splic-minimize_and_unscale
TCChenlong
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* add GradScaler comment * add GradScaler comment * fix doc style fix doc style * refine style Co-authored-by: Chen Long <1300851984@qq.com>
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1、Split function
GradScaler::minimize()
toGradScaler::step()
+GradScaler::update()
:GradScaler::minimize()
:GradScaler::step()
+GradScaler::update()
:minimize()
andstep()
+update()
are two methods of parameter gradient updating in amp. In paddle 2.0, we recommend usingstep()
+update()
.If optimizer belongs to paddle 1.0, only
minimize()
can be used.2、Add
GradScaler::unscale_(optimizer)
:unscale_
is not called,minimize()
orstep()
will call this api, else this call will not be repeated.3、中文文档预览:
GradScaler:
step+update:
unscale_