HardSigmoid#
HardSigmoid operation applies the following formula on every element of src tensor (the variable names follow the standard @ref dev_guide_conventions):
\[\dst = \max(0, \min(1, \alpha \src + \beta))\]
Operation Attributes#
|
Description |
Value Type |
|
|
|---|---|---|---|---|
\(\alpha\) in the formula. |
f32 |
Arbitrary f32 value |
Required |
|
\(\beta\) in the formula. |
f32 |
Arbitrary 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 |
|
Required |
Outputs#
Index |
Argument Name |
Required or Optional |
|---|---|---|
0 |
|
Required |
Supported Data Types#
HardSigmoid operation supports the following data type combinations.
Src |
Dst |
|---|---|
f32 |
f32 |
bf16 |
bf16 |
f16 |
f16 |