class HuberLoss
-
class HuberLoss
Elementwise Huber loss defined as.
\[\begin{split} y_i= \left\{ \begin{array}{ll} | x^{(0)}_i - x^{(1)}_i | - \eplison & if \ \ | x^{(0)}_i - x^{(1)}_i | \ge \eplison \\ 0 & otherwise \end{array} \right. \end{split}\]where \(d = x^{(0)}_i - x^{(1)}_i\).Inputs:
N-D array.
N-D array.
Outputs:
N-D array.
Inputs:
N-D array.
N-D array.
Outputs:
N-D array.
- Template Parameters:
T – Data type for computation.
T – Data type for computation.
- Param delta:
- \[\begin{split} y_i= \left\{ \begin{array}{ll} d^2 & (|d| < \delta)\\ \delta (2 |d| - \delta) & (otherwise) \end{array} \right. \end{split}\]where \(d = x^{(0)}_i - x^{(1)}_i\).
- Param delta: