Mish#
General#
Mish performs element-wise activation function on a given input tensor, based on the following mathematical formula:
\[dst = src * \tanh(SoftPlus(src)) = src * \tanh(\ln(1 + e^{src}))\]
Operation attributes#
Mish operation does not support any attribute.
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 |
|
Required |
Outputs#
Index |
Argument Name |
Required or Optional |
|---|---|---|
0 |
|
Required |
Supported data types#
Mish operation supports the following data type combinations.
Src |
Dst |
|---|---|
f32 |
f32 |
bf16 |
bf16 |
f16 |
f16 |
Implementation Notes#
Mish supports in-place operations, meaning that src can be used as both input and output (dst). In case of in-place operation, the original src data will be overwritten. Use in-place operations whenever possible for performance.