torch.nn.functional.hardswish# torch.nn.functional.hardswish(input, inplace=False)[source]# Apply hardswish function, element-wise. Follows implementation as described in the paper: Searching for MobileNetV3. Hardswish(x)={0if x≤−3,xif x≥+3,x⋅(x+3)/6otherwise\text{Hardswish}(x) = \begin{cases} 0 & \text{if~} x \le -3, \\ x & \text{if~} x \ge +3, \\ x \cdot (x + 3) /6 & \text{otherwise} \end{cases} Hardswish(x)=⎩⎨⎧0xx⋅(x+3)/6if x≤−3,if x≥+3,otherwiseSee Hardswish for more details. Return type Tensor
torch.nn.functional.hardswish# torch.nn.functional.hardswish(input, inplace=False)[source]# Apply hardswish function, element-wise. Follows implementation as described in the paper: Searching for MobileNetV3. Hardswish(x)={0if x≤−3,xif x≥+3,x⋅(x+3)/6otherwise\text{Hardswish}(x) = \begin{cases} 0 & \text{if~} x \le -3, \\ x & \text{if~} x \ge +3, \\ x \cdot (x + 3) /6 & \text{otherwise} \end{cases} Hardswish(x)=⎩⎨⎧0xx⋅(x+3)/6if x≤−3,if x≥+3,otherwiseSee Hardswish for more details. Return type Tensor