69 lines
3.2 KiB
C++
69 lines
3.2 KiB
C++
/* ******************************************************************************
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*
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* Pairwise operations - GENERIC/FLOAT TYPES
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*
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******************************************************************************/
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// Selective rendering - MUST be included before types.h to define HAS_* flags
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#include <system/selective_rendering/core.h>
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#include <system/selective_rendering/bool_types.h>
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#include <system/selective_rendering/float_types.h>
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#include <system/selective_rendering/bfloat_types.h>
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#include <system/selective_rendering/int_types.h>
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#include <system/selective_rendering/uint_types.h>
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#include <array/DataTypeUtils.h>
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#include <exceptions/datatype_exception.h>
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#include <execution/Threads.h>
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#include <legacy/NativeOpExecutioner.h>
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#include <loops/pairwise_transform.h>
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#include <types/types.h>
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////////////////////////////////////////////////////////////////////////
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void NativeOpExecutioner::execPairwiseTransform(sd::LaunchContext *lc, int opNum, const void *hX,
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const sd::LongType *hXShapeInfo, const void *dX,
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const sd::LongType *dXShapeInfo, const void *hY,
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const sd::LongType *hYShapeInfo, const void *dY,
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const sd::LongType *dYShapeInfo, void *hZ,
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const sd::LongType *hZShapeInfo, void *dZ,
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const sd::LongType *dZShapeInfo, void *extraParams) {
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auto xType = sd::ArrayOptions::dataType(hXShapeInfo);
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auto yType = sd::ArrayOptions::dataType(hYShapeInfo);
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auto zType = sd::ArrayOptions::dataType(hZShapeInfo);
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if (sd::DataTypeUtils::isS(xType) || sd::DataTypeUtils::isS(yType) || sd::DataTypeUtils::isS(zType)) {
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std::string errorMessage;
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errorMessage += "NativeOpExecutioner::execPairwiseTransform:: unable to execute on strings. ";
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errorMessage += "X type: ";
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errorMessage += sd::DataTypeUtils::asString(xType);
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errorMessage += " Y type: ";
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errorMessage += sd::DataTypeUtils::asString(yType);
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errorMessage += " Z type: ";
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errorMessage += sd::DataTypeUtils::asString(zType);
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THROW_EXCEPTION(errorMessage.c_str());
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}
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if (xType != zType && yType != zType) {
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std::string errorMessage;
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errorMessage += "NativeOpExecutioner::execPairwiseTransform both operands must have same data type. ";
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errorMessage += "X type: ";
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errorMessage += sd::DataTypeUtils::asString(xType);
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errorMessage += " Y type: ";
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errorMessage += sd::DataTypeUtils::asString(yType);
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errorMessage += " Z type: ";
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errorMessage += sd::DataTypeUtils::asString(zType);
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THROW_EXCEPTION(errorMessage.c_str());
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}
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auto func = PRAGMA_THREADS_FOR {
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BUILD_TRIPLE_SELECTOR(xType, yType, zType, functions::pairwise_transforms::PairWiseTransform,
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::exec(opNum, hX, hXShapeInfo, hY, hYShapeInfo, hZ, hZShapeInfo, extraParams, start, stop),
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SD_NUMERIC_TYPES, SD_NUMERIC_TYPES, SD_NUMERIC_TYPES);
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};
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auto zLen = shape::length(hZShapeInfo);
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samediff::Threads::parallel_for(
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func, 0, zLen, 1,
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sd::math::sd_max<int>(1, sd::math::sd_min<int>(zLen / 1024, sd::Environment::getInstance().maxMasterThreads())));
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}
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