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 |
Argu |
|
|---|---|---|
0 |
|
Required |
Outputs¶
Index |
Argu |
|
|---|---|---|
0 |
|
Required |
Supported data types¶
Mish operation supports the following data type combinations.
Src |
D |
|---|---|
f32 |
f32 |
bf16 |
bf16 |
f16 |
f16 |