Get partial derivative of huber loss (in-place version)
| Type | Intent | Optional | Attributes | Name | ||
|---|---|---|---|---|---|---|
| class(array_type), | intent(in) | :: | this | |||
| real(kind=real32), | intent(in), | dimension(:,:) | :: | upstream_grad | ||
| real(kind=real32), | intent(out), | dimension(:,:) | :: | output |
pure subroutine get_partial_huber_val(this, upstream_grad, output) !! Get partial derivative of huber loss (in-place version) implicit none class(array_type), intent(in) :: this real(real32), dimension(:,:), intent(in) :: upstream_grad real(real32), dimension(:,:), intent(out) :: output where (abs(this%left_operand%val) .le. this%right_operand%val(1,1)) output = this%left_operand%val elsewhere output = this%right_operand%val(1,1) * sign(1._real32, this%left_operand%val) end where end subroutine get_partial_huber_val