Exemplos de OutputPrediction em C++ (Cpp)

Exemplo n.º 1

Arquivo: ffn_impl.hpp Projeto: GYengera/mlpack

void FFN<
LayerTypes, OutputLayerType, InitializationRuleType, PerformanceFunction
>::Predict(arma::mat& predictors, arma::mat& responses)
{
  deterministic = true;

  arma::mat responsesTemp;
  ResetParameter(network);
  Forward(arma::mat(predictors.colptr(0), predictors.n_rows, 1, false, true),
      network);
  OutputPrediction(responsesTemp, network);

  responses = arma::mat(responsesTemp.n_elem, predictors.n_cols);
  responses.col(0) = responsesTemp.col(0);

  for (size_t i = 1; i < predictors.n_cols; i++)
  {
    Forward(arma::mat(predictors.colptr(i), predictors.n_rows, 1, false, true),
        network);

    responsesTemp = arma::mat(responses.colptr(i), responses.n_rows, 1, false,
        true);
    OutputPrediction(responsesTemp, network);
    responses.col(i) = responsesTemp.col(0);
  }
}

Exemplo n.º 2

Arquivo: cnn_impl.hpp Projeto: GYGit/mlpack

void CNN<
LayerTypes, OutputLayerType, InitializationRuleType, PerformanceFunction
>::Predict(arma::cube& predictors, arma::mat& responses)
{
  deterministic = true;

  arma::mat responsesTemp;
  ResetParameter(network);
  Forward(predictors.slices(0, sampleSize - 1), network);
  OutputPrediction(responsesTemp, network);

  responses = arma::mat(responsesTemp.n_elem, predictors.n_slices);
  responses.col(0) = responsesTemp.col(0);

  for (size_t i = 1; i < (predictors.n_slices / sampleSize); i++)
  {
    Forward(predictors.slices(i, (i + 1) * sampleSize - 1), network);

    responsesTemp = arma::mat(responses.colptr(i), responses.n_rows, 1, false,
        true);
    OutputPrediction(responsesTemp, network);
    responses.col(i) = responsesTemp.col(0);
  }
}