Standard implementation of the Mean Squared Error reduction. More...
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Functions | |
| template<typename O , typename L > | |
| value_t< O > | etl::impl::standard::mse_loss (const O &output, const L &labels, value_t< O > scale) |
| Returns the Mean Squared Error Loss. More... | |
| template<typename O , typename L > | |
| value_t< O > | etl::impl::standard::mse_error (const O &output, const L &labels, value_t< O > scale) |
| Returns the Mean Squared Error Error. More... | |
| template<typename O , typename L > | |
| std::pair< value_t< O >, value_t< O > > | etl::impl::standard::mse (const O &output, const L &labels, value_t< O > alpha, value_t< O > beta) |
| Returns the Mean Squared Error Loss and Error. More... | |
Detailed Description
Standard implementation of the Mean Squared Error reduction.
Function Documentation
◆ mse()
template<typename O , typename L >
| std::pair<value_t<O>, value_t<O> > etl::impl::standard::mse | ( | const O & | output, |
| const L & | labels, | ||
| value_t< O > | alpha, | ||
| value_t< O > | beta | ||
| ) |
Returns the Mean Squared Error Loss and Error.
- Parameters
-
output The outputs labels The labels
- Returns
- The MSE Error of the output and labels
◆ mse_error()
template<typename O , typename L >
| value_t<O> etl::impl::standard::mse_error | ( | const O & | output, |
| const L & | labels, | ||
| value_t< O > | scale | ||
| ) |
Returns the Mean Squared Error Error.
- Parameters
-
output The outputs labels The labels
- Returns
- The MSE Error of the output and labels
◆ mse_loss()
template<typename O , typename L >
| value_t<O> etl::impl::standard::mse_loss | ( | const O & | output, |
| const L & | labels, | ||
| value_t< O > | scale | ||
| ) |
Returns the Mean Squared Error Loss.
- Parameters
-
output The outputs labels The labels
- Returns
- The MSE Loss of the output and labels
