[cherry pick] Update sequence parallel linear import (#8706) #8728
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PR types
Function optimization
PR changes
Models
Description
ColumnSequenceParallelLinear
andRowSequenceParallelLinear
fromlinear_utils
, whereColumnSequenceParallelLinear
andRowSequenceParallelLinear
are defined for different deivces includinggpu
,npu
andxpu
.nn.Linear
is replace bylinear_utils.Linear
. When device isgpu
ornpu
,nn.Linear
is equal tolinear_utils.Linear
. When device is 'xpu',linear_utils.Linear
is designed forxpu
based onnn.Linear
, which can achieve better performance.