Clamp#

Clamp operation represents clipping activation function, it applies following formula on every element of src tensor (the variable names follow the standard Conventions):

\[clamp(src_i) = min(max(src_i, min\_value), max\_value)\]

Operation Attributes#

Attribute

Name

Description

Value Type

Supported

Values

Required or

Optional

min

The lower bound of values in the output. Any value in the input that is smaller than the bound, is replaced with the min value.

f32

Arbitrary valid f32 value

Required

max

The upper bound of values in the output. Any value in the input that is greater than the bound, is replaced with the max value.

f32

Arbitrary valid f32 value

Required

Execution Arguments#

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

Inputs#

Index

Argument Name

Required or Optional

0

src

Required

Outputs#

Index

Argument Name

Required or Optional

0

dst

Required

Supported Data Types#

Clamp operation supports the following data type combinations.

Src

Dst

f32

f32

f16

f16

bf16

bf16