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Update convertfp16tofloat

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This commit is contained in:
kradchen
2023-05-09 17:56:15 +08:00
parent e1a917609d
commit 61baf0dc4a
4 changed files with 23 additions and 21 deletions
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32
src/Function1D.cpp
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@@ -753,26 +753,26 @@ void Aurora::padding(Matrix &aMatrix, int aIndex, double aValue)
aMatrix = Matrix::New(newData,size,1,1,aMatrix.getValueType());
}
Matrix Aurora::convertfp16tofloat(const Matrix& aMatrix)
Matrix Aurora::convertfp16tofloat(short* aData, int aRows, int aColumns)
{
auto input = aMatrix.getData();
auto input = aData;
size_t size = aRows*aColumns;
size_t quaterSize = size/4;
//uint16变换为float(32位)输出大小翻倍
auto output = malloc(aMatrix.getDataSize()*4);
size_t rows = aMatrix.getDataSize()*sizeof(double)/sizeof(short);
size_t total_count = aMatrix.getDataSize();
auto output = malloc(size);
// #pragma omp parallel for
for (size_t i = 0; i < total_count; i+=8) {
#pragma omp parallel for
for (size_t i = 0; i < quaterSize; i+=8) {
//循环展开以避免过度的线程调用
if (i < total_count)::convertValue2((short*)(input+i), output + (i) * 4);
if (i+1 < total_count)::convertValue2((short*)(input+i+1), output + (i+1) * 4);
if (i+2 < total_count)::convertValue2((short*)(input+i+2), output + (i+2) * 4);
if (i+3 < total_count)::convertValue2((short*)(input+i+3), output + (i+3) * 4);
if (i+4 < total_count)::convertValue2((short*)(input+i+4), output + (i+4) * 4);
if (i+5 < total_count)::convertValue2((short*)(input+i+5), output + (i+5) * 4);
if (i+6 < total_count)::convertValue2((short*)(input+i+6), output + (i+6) * 4);
if (i+7 < total_count)::convertValue2((short*)(input+i+7), output + (i+7) * 4);
if (i < quaterSize)::convertValue2((short*)(input+i*4), output + (i) * 4);
if (i+1 < quaterSize)::convertValue2((short*)(input+(i+1)*4), output + (i+1) * 4);
if (i+2 < quaterSize)::convertValue2((short*)(input+(i+2)*4), output + (i+2) * 4);
if (i+3 < quaterSize)::convertValue2((short*)(input+(i+3)*4), output + (i+3) * 4);
if (i+4 < quaterSize)::convertValue2((short*)(input+(i+4)*4), output + (i+4) * 4);
if (i+5 < quaterSize)::convertValue2((short*)(input+(i+5)*4), output + (i+5) * 4);
if (i+6 < quaterSize)::convertValue2((short*)(input+(i+6)*4), output + (i+6) * 4);
if (i+7 < quaterSize)::convertValue2((short*)(input+(i+7)*4), output + (i+7) * 4);
}
return Matrix::New(output,aMatrix.getDimSize(0),aMatrix.getDimSize(1),aMatrix.getDimSize(2));
return Matrix::New(output,aRows,aColumns,1);
}

2
src/Function1D.h
View File

@@ -113,7 +113,7 @@ namespace Aurora {
*/
void padding(Matrix& aMatrix, int aIndex, double aValue);
Matrix convertfp16tofloat(const Matrix& aMatrix);
Matrix convertfp16tofloat(short* aData, int aRows, int aColumns);
};

8
test/Function1D_Test.cpp
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@@ -513,12 +513,14 @@ TEST_F(Function1D_Test, convertfp16tofloat) {
size_t count = 0;
auto input = m.readint16("input",count);
auto ma = Aurora::Matrix::copyFromRawData((double*)input.get(),count/4);
auto resultM = Aurora::convertfp16tofloat(ma);
for(int i = 0; i<1000; i++){
auto resultM = Aurora::convertfp16tofloat(input.get(),count,1);
}
auto resultM = Aurora::convertfp16tofloat(input.get(),count,1);
auto result = resultM.getData();
auto output = m.read("output");
for (size_t i = 0; i<count; i++) {
EXPECT_EQ(result[i], output.getData()[i])<<"index:"<<i<<",input:"<< ((short*)ma.getData())[i]<<",input2:"<<input.get()[i];
EXPECT_EQ(result[i], output.getData()[i])<<"index:"<<i<<",input:"<<input.get()[i];
}
}

2
test/Matrix_Test.cpp
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@@ -115,7 +115,7 @@ TEST_F(Matrix_Test, MatrixCreate) {
{
double *tempData = new double[9];
Aurora::Matrix C = Aurora::Matrix::fromRawData(tempData, 3, 1, 3);
EXPECT_EQ(dataD, C.getData());
EXPECT_EQ(tempData, C.getData());
EXPECT_EQ(9, C.getDataSize());
EXPECT_EQ(3, C.getDims());
EXPECT_EQ(3, C.getDimSize(0));