in src/main/java/org/apache/sysds/hops/codegen/cplan/cuda/Unary.java [31:188]
public String getTemplate(CNodeUnary.UnaryType type, boolean sparse) {
switch( type ) {
case ROW_SUMS:
case ROW_SUMSQS:
case ROW_MINS:
case ROW_MAXS:
case ROW_MEANS:
case ROW_COUNTNNZS: {
String vectName = StringUtils.capitalize(type.name().substring(4, type.name().length()-1).toLowerCase());
return sparse ? " T %TMP% = vect"+vectName+"(%IN1v%, %IN1i%, %POS1%, alen, %LEN%);\n":
" T %TMP% = vect"+vectName+"(%IN1%, static_cast<uint32_t>(%POS1%), %LEN%);\n";
}
case VECT_EXP:
case VECT_POW2:
case VECT_MULT2:
case VECT_SQRT:
case VECT_LOG:
case VECT_ABS:
case VECT_ROUND:
case VECT_CEIL:
case VECT_FLOOR:
case VECT_SIGN:
case VECT_SIN:
case VECT_COS:
case VECT_TAN:
case VECT_ASIN:
case VECT_ACOS:
case VECT_ATAN:
case VECT_SINH:
case VECT_COSH:
case VECT_TANH:
case VECT_CUMSUM:
case VECT_CUMMIN:
case VECT_CUMMAX:
case VECT_SPROP:
case VECT_SIGMOID: {
String vectName = type.getVectorPrimitiveName();
return sparse ? " Vector<T>& %TMP% = vect"+vectName+"Write(%IN1v%, %IN1i%, %POS1%, alen, %LEN%, this);\n" :
" Vector<T>& %TMP% = vect"+vectName+"Write(%IN1%, static_cast<uint32_t>(%POS1%), %LEN%, this);\n";
}
case EXP:
if(isSinglePrecision())
return " T %TMP% = expf(%IN1%);\n";
else
return " T %TMP% = exp(%IN1%);\n";
case LOOKUP_R:
return sparse ?
"\t\tT %TMP% = getValue(%IN1v%, %IN1i%, ai, alen, 0);\n" :
// " T %TMP% = %IN1%.val(rix);\n";
"\t\tT %TMP% = getValue(%IN1%, rix);\n";
case LOOKUP_C:
return "\t\tT %TMP% = getValue(%IN1%, n, 0, cix);\n";
case LOOKUP_RC:
return "\t\tT %TMP% = getValue(%IN1%, n, rix, cix);\n";
case LOOKUP0:
return "\t\tT %TMP% = %IN1%[0];\n";
case POW2:
return " T %TMP% = %IN1% * %IN1%;\n";
case MULT2:
return " T %TMP% = %IN1% + %IN1%;\n";
case ABS:
if(isSinglePrecision())
return " T %TMP% = fabsf(%IN1%);\n";
else
return "\t\tT %TMP% = fabs(%IN1%);\n";
case SIN:
if(isSinglePrecision())
return " T %TMP% = sinf(%IN1%);\n";
else
return " T %TMP% = sin(%IN1%);\n";
case COS:
if(isSinglePrecision())
return " T %TMP% = cosf(%IN1%);\n";
else
return " T %TMP% = cos(%IN1%);\n";
case TAN:
if(isSinglePrecision())
return " T %TMP% = tanf(%IN1%);\n";
else
return " T %TMP% = tan(%IN1%);\n";
case ASIN:
if(isSinglePrecision())
return " T %TMP% = asinf(%IN1%);\n";
else
return " T %TMP% = asin(%IN1%);\n";
case ACOS:
if(isSinglePrecision())
return " T %TMP% = acosf(%IN1%);\n";
else
return " T %TMP% = acos(%IN1%);\n";
case ATAN:
if(isSinglePrecision())
return " T %TMP% = atanf(%IN1%);\n";
else
return " T %TMP% = atan(%IN1%);\n";
case SINH:
if(isSinglePrecision())
return " T %TMP% = sinhf(%IN1%);\n";
else
return " T %TMP% = sinh(%IN1%);\n";
case COSH:
if(isSinglePrecision())
return " T %TMP% = coshf(%IN1%);\n";
else
return " T %TMP% = cosh(%IN1%);\n";
case TANH:
if(isSinglePrecision())
return " T %TMP% = tanhf(%IN1%);\n";
else
return " T %TMP% = tanh(%IN1%);\n";
case SIGN:
return " T %TMP% = signbit(%IN1%) == 0 ? 1.0 : -1.0;\n";
case SQRT:
if(isSinglePrecision())
return " T %TMP% = sqrtf(%IN1%);\n";
else
return " T %TMP% = sqrt(%IN1%);\n";
case LOG:
if(isSinglePrecision())
return " T %TMP% = logf(%IN1%);\n";
else
return " T %TMP% = log(%IN1%);\n";
case ROUND:
if(isSinglePrecision())
return " T %TMP% = roundf(%IN1%);\n";
else
return "\t\tT %TMP% = round(%IN1%);\n";
case CEIL:
if(isSinglePrecision())
return " T %TMP% = ceilf(%IN1%);\n";
else
return " T %TMP% = ceil(%IN1%);\n";
case FLOOR:
if(isSinglePrecision())
return " T %TMP% = floorf(%IN1%);\n";
else
return " T %TMP% = floor(%IN1%);\n";
case SPROP:
return " T %TMP% = %IN1% * (1 - %IN1%);\n";
case SIGMOID:
if(isSinglePrecision())
return " T %TMP% = 1 / (1 + expf(-%IN1%));\n";
else
return " T %TMP% = 1 / (1 + exp(-%IN1%));\n";
case LOG_NZ:
if(isSinglePrecision())
return " T %TMP% = (%IN1%==0) ? 0 : logf(%IN1%);\n";
else
return " T %TMP% = (%IN1%==0) ? 0 : log(%IN1%);\n";
default:
throw new RuntimeException("Invalid unary type: "+this.toString());
}
}