LogSoftmaxBackward#

General#

LogSoftmaxBackward operation computes gradient for LogSoftmax.

Operation attributes#

Attribute Name

Description

Value Type

Supported Values

Required or Optional

axis

Represents the axis of which the LogSoftmax is calculated. Negative value means counting dimensions from the back.

s64

Arbitrary s64 value ( -1 in default)

Optional

Execution arguments#

The inputs and outputs must be provided according to below index order when constructing an operation.

Inputs#

Index

Argument Name

Required or Optional

0

diff_dst

Required

1

dst

Required

Outputs#

Index

Argument Name

Required or Optional

0

diff_src

Required

Supported data types#

LogSoftmaxBackward operation supports the following data type combinations.

Diff_dst

Dst

Diff_src

f32

f32

f32

bf16

bf16

bf16

f16

f16

f16