Fix LaTeX equation for huber_loss_op.cc.

release/0.11.0
yangyaming 7 years ago
parent d883547bf0
commit fb56a18109

@ -70,11 +70,15 @@ input value and Y as the target value. Huber loss can evaluate the fitness of
X to Y. Different from MSE loss, Huber loss is more robust for outliers. The
shape of X and Y are [batch_size, 1]. The equation is:
L_{\delta}(y, f(x)) =
$$
Out_{\delta}(i, x, y) =
\begin{cases}
0.5 * (y - f(x))^2, \quad |y - f(x)| \leq \delta \\
\delta * (|y - f(x)| - 0.5 * \delta), \quad otherwise
0.5 * (Input(i, y) - Input(i, x))^2,
\quad |Input(i, y) - Input(i, x)| \leq \delta \\
\delta * (|Input(i, y) - Input(i, x)| - 0.5 * \delta),
\quad otherwise
\end{cases}
$$
)DOC");
}

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