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[GNA] Reduce impact of sf propagation fix (#12115)

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This commit is contained in:
Szymon Irzabek
2022-07-13 11:59:44 +02:00
committed by GitHub
parent dd2fa7f5c2
commit ed812bdf68
3 changed files with 19 additions and 3 deletions
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17
samples/cpp/speech_sample/utils.hpp
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@@ -29,6 +29,8 @@ struct ScoreErrorT {
float maxRelError;
float sumRelError;
float sumSquaredRelError;
float maxAbsRefScore;
float sumAbsRefScore;
};
/**
@@ -98,6 +100,8 @@ void clear_score_error(ScoreErrorT* error) {
error->maxRelError = 0.0;
error->sumRelError = 0.0;
error->sumSquaredRelError = 0.0;
error->maxAbsRefScore = 0.0;
error->sumAbsRefScore = 0.0;
}
/**
@@ -111,10 +115,14 @@ void update_score_error(ScoreErrorT* error, ScoreErrorT* totalError) {
totalError->numScores += error->numScores;
totalError->sumRmsError += error->rmsError;
totalError->sumError += error->sumError;
totalError->sumAbsRefScore += error->sumAbsRefScore;
totalError->sumSquaredError += error->sumSquaredError;
if (error->maxError > totalError->maxError) {
totalError->maxError = error->maxError;
}
if (error->maxAbsRefScore > totalError->maxAbsRefScore) {
totalError->maxAbsRefScore = error->maxAbsRefScore;
}
totalError->sumRelError += error->sumRelError;
totalError->sumSquaredRelError += error->sumSquaredRelError;
if (error->maxRelError > totalError->maxRelError) {
@@ -147,13 +155,18 @@ void compare_scores(float* ptrScoreArray,
float score = A[i * numColumns + j];
// std::cout << "score" << score << std::endl;
float refscore = B[i * numColumns + j];
float abs_refscore = fabs(refscore);
float error = fabs(refscore - score);
float rel_error = error / (static_cast<float>(fabs(refscore)) + 1e-20f);
float rel_error = error / (static_cast<float>(abs_refscore) + 1e-20f);
float squared_error = error * error;
float squared_rel_error = rel_error * rel_error;
scoreError->numScores++;
scoreError->sumError += error;
scoreError->sumAbsRefScore += abs_refscore;
scoreError->sumSquaredError += squared_error;
if (abs_refscore > scoreError->maxAbsRefScore) {
scoreError->maxAbsRefScore = abs_refscore;
}
if (error > scoreError->maxError) {
scoreError->maxError = error;
}
@@ -267,6 +280,8 @@ float get_gna_frequency_mhz() {
* @return none.
*/
void print_reference_compare_results(ScoreErrorT const& totalError, size_t framesNum, std::ostream& stream) {
stream << " max abs ref score: " << totalError.maxAbsRefScore << std::endl;
stream << " avg abs ref score: " << totalError.sumAbsRefScore / totalError.numScores << std::endl;
stream << " max error: " << totalError.maxError << std::endl;
stream << " avg error: " << totalError.sumError / totalError.numScores << std::endl;
stream << " avg rms error: " << totalError.sumRmsError / framesNum << std::endl;