#include #include #include #include "Tensor.h" // The following macro defines a family of functions that work with 3D // arrays with the forms // // TYPE SNAMENorm( TYPE tensor[2][2][2]); // TYPE SNAMEMax( TYPE * tensor, int slices, int rows, int cols); // TYPE SNAMEMin( int slices, int rows, int cols TYPE * tensor); // void SNAMEScale( TYPE tensor[3][3][3]); // void SNAMEFloor( TYPE * array, int slices, int rows, int cols, TYPE floor); // void SNAMECeil( int slices, int rows, int cols, TYPE * array, TYPE ceil); // void SNAMELUSplit(TYPE in[2][2][2], TYPE lower[2][2][2], TYPE upper[2][2][2]); // // for any specified type TYPE (for example: short, unsigned int, long // long, etc.) with given short name SNAME (for example: short, uint, // longLong, etc.). The macro is then expanded for the given // TYPE/SNAME pairs. The resulting functions are for testing numpy // interfaces, respectively, for: // // * 3D input arrays, hard-coded length // * 3D input arrays // * 3D input arrays, data last // * 3D in-place arrays, hard-coded lengths // * 3D in-place arrays // * 3D in-place arrays, data last // * 3D argout arrays, hard-coded length // #define TEST_FUNCS(TYPE, SNAME) \ \ TYPE SNAME ## Norm(TYPE tensor[2][2][2]) { \ double result = 0; \ for (int k=0; k<2; ++k) \ for (int j=0; j<2; ++j) \ for (int i=0; i<2; ++i) \ result += tensor[k][j][i] * tensor[k][j][i]; \ return (TYPE)sqrt(result/8); \ } \ \ TYPE SNAME ## Max(TYPE * tensor, int slices, int rows, int cols) { \ int i, j, k, index; \ TYPE result = tensor[0]; \ for (k=0; k result) result = tensor[index]; \ } \ } \ } \ return result; \ } \ \ TYPE SNAME ## Min(int slices, int rows, int cols, TYPE * tensor) { \ int i, j, k, index; \ TYPE result = tensor[0]; \ for (k=0; k ceil) array[index] = ceil; \ } \ } \ } \ } \ \ void SNAME ## LUSplit(TYPE tensor[2][2][2], TYPE lower[2][2][2], \ TYPE upper[2][2][2]) { \ int sum; \ for (int k=0; k<2; ++k) { \ for (int j=0; j<2; ++j) { \ for (int i=0; i<2; ++i) { \ sum = i + j + k; \ if (sum < 2) { \ lower[k][j][i] = tensor[k][j][i]; \ upper[k][j][i] = 0; \ } else { \ upper[k][j][i] = tensor[k][j][i]; \ lower[k][j][i] = 0; \ } \ } \ } \ } \ } TEST_FUNCS(signed char , schar ) TEST_FUNCS(unsigned char , uchar ) TEST_FUNCS(short , short ) TEST_FUNCS(unsigned short , ushort ) TEST_FUNCS(int , int ) TEST_FUNCS(unsigned int , uint ) TEST_FUNCS(long , long ) TEST_FUNCS(unsigned long , ulong ) TEST_FUNCS(long long , longLong ) TEST_FUNCS(unsigned long long, ulongLong) TEST_FUNCS(float , float ) TEST_FUNCS(double , double )