| //===-- runtime/reduction-templates.h -------------------------------------===// |
| // |
| // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
| // See https://llvm.org/LICENSE.txt for license information. |
| // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
| // |
| //===----------------------------------------------------------------------===// |
| |
| // Generic function templates used by various reduction transformation |
| // intrinsic functions (SUM, PRODUCT, &c.) |
| // |
| // * Partial reductions (i.e., those with DIM= arguments that are not |
| // required to be 1 by the rank of the argument) return arrays that |
| // are dynamically allocated in a caller-supplied descriptor. |
| // * Total reductions (i.e., no DIM= argument) with FINDLOC, MAXLOC, & MINLOC |
| // return integer vectors of some kind, not scalars; a caller-supplied |
| // descriptor is used |
| // * Character-valued reductions (MAXVAL & MINVAL) return arbitrary |
| // length results, dynamically allocated in a caller-supplied descriptor |
| |
| #ifndef FORTRAN_RUNTIME_REDUCTION_TEMPLATES_H_ |
| #define FORTRAN_RUNTIME_REDUCTION_TEMPLATES_H_ |
| |
| #include "terminator.h" |
| #include "tools.h" |
| #include "flang/Runtime/cpp-type.h" |
| #include "flang/Runtime/descriptor.h" |
| |
| namespace Fortran::runtime { |
| |
| // Reductions are implemented with *accumulators*, which are instances of |
| // classes that incrementally build up the result (or an element thereof) during |
| // a traversal of the unmasked elements of an array. Each accumulator class |
| // supports a constructor (which captures a reference to the array), an |
| // AccumulateAt() member function that applies supplied subscripts to the |
| // array and does something with a scalar element, and a GetResult() |
| // member function that copies a final result into its destination. |
| |
| // Total reduction of the array argument to a scalar (or to a vector in the |
| // cases of FINDLOC, MAXLOC, & MINLOC). These are the cases without DIM= or |
| // cases where the argument has rank 1 and DIM=, if present, must be 1. |
| template <typename TYPE, typename ACCUMULATOR> |
| inline void DoTotalReduction(const Descriptor &x, int dim, |
| const Descriptor *mask, ACCUMULATOR &accumulator, const char *intrinsic, |
| Terminator &terminator) { |
| if (dim < 0 || dim > 1) { |
| terminator.Crash( |
| "%s: bad DIM=%d for argument with rank %d", intrinsic, dim, x.rank()); |
| } |
| SubscriptValue xAt[maxRank]; |
| x.GetLowerBounds(xAt); |
| if (mask) { |
| CheckConformability(x, *mask, terminator, intrinsic, "ARRAY", "MASK"); |
| SubscriptValue maskAt[maxRank]; |
| mask->GetLowerBounds(maskAt); |
| if (mask->rank() > 0) { |
| for (auto elements{x.Elements()}; elements--; |
| x.IncrementSubscripts(xAt), mask->IncrementSubscripts(maskAt)) { |
| if (IsLogicalElementTrue(*mask, maskAt)) { |
| accumulator.template AccumulateAt<TYPE>(xAt); |
| } |
| } |
| return; |
| } else if (!IsLogicalElementTrue(*mask, maskAt)) { |
| // scalar MASK=.FALSE.: return identity value |
| return; |
| } |
| } |
| // No MASK=, or scalar MASK=.TRUE. |
| for (auto elements{x.Elements()}; elements--; x.IncrementSubscripts(xAt)) { |
| if (!accumulator.template AccumulateAt<TYPE>(xAt)) { |
| break; // cut short, result is known |
| } |
| } |
| } |
| |
| template <TypeCategory CAT, int KIND, typename ACCUMULATOR> |
| inline CppTypeFor<CAT, KIND> GetTotalReduction(const Descriptor &x, |
| const char *source, int line, int dim, const Descriptor *mask, |
| ACCUMULATOR &&accumulator, const char *intrinsic) { |
| Terminator terminator{source, line}; |
| RUNTIME_CHECK(terminator, TypeCode(CAT, KIND) == x.type()); |
| using CppType = CppTypeFor<CAT, KIND>; |
| DoTotalReduction<CppType>(x, dim, mask, accumulator, intrinsic, terminator); |
| CppType result; |
| #ifdef _MSC_VER // work around MSVC spurious error |
| accumulator.GetResult(&result); |
| #else |
| accumulator.template GetResult(&result); |
| #endif |
| return result; |
| } |
| |
| // For reductions on a dimension, e.g. SUM(array,DIM=2) where the shape |
| // of the array is [2,3,5], the shape of the result is [2,5] and |
| // result(j,k) = SUM(array(j,:,k)), possibly modified if the array has |
| // lower bounds other than one. This utility subroutine creates an |
| // array of subscripts [j,_,k] for result subscripts [j,k] so that the |
| // elemets of array(j,:,k) can be reduced. |
| inline void GetExpandedSubscripts(SubscriptValue at[], |
| const Descriptor &descriptor, int zeroBasedDim, |
| const SubscriptValue from[]) { |
| descriptor.GetLowerBounds(at); |
| int rank{descriptor.rank()}; |
| int j{0}; |
| for (; j < zeroBasedDim; ++j) { |
| at[j] += from[j] - 1 /*lower bound*/; |
| } |
| for (++j; j < rank; ++j) { |
| at[j] += from[j - 1] - 1; |
| } |
| } |
| |
| template <typename TYPE, typename ACCUMULATOR> |
| inline void ReduceDimToScalar(const Descriptor &x, int zeroBasedDim, |
| SubscriptValue subscripts[], TYPE *result, ACCUMULATOR &accumulator) { |
| SubscriptValue xAt[maxRank]; |
| GetExpandedSubscripts(xAt, x, zeroBasedDim, subscripts); |
| const auto &dim{x.GetDimension(zeroBasedDim)}; |
| SubscriptValue at{dim.LowerBound()}; |
| for (auto n{dim.Extent()}; n-- > 0; ++at) { |
| xAt[zeroBasedDim] = at; |
| if (!accumulator.template AccumulateAt<TYPE>(xAt)) { |
| break; |
| } |
| } |
| #ifdef _MSC_VER // work around MSVC spurious error |
| accumulator.GetResult(result, zeroBasedDim); |
| #else |
| accumulator.template GetResult(result, zeroBasedDim); |
| #endif |
| } |
| |
| template <typename TYPE, typename ACCUMULATOR> |
| inline void ReduceDimMaskToScalar(const Descriptor &x, int zeroBasedDim, |
| SubscriptValue subscripts[], const Descriptor &mask, TYPE *result, |
| ACCUMULATOR &accumulator) { |
| SubscriptValue xAt[maxRank], maskAt[maxRank]; |
| GetExpandedSubscripts(xAt, x, zeroBasedDim, subscripts); |
| GetExpandedSubscripts(maskAt, mask, zeroBasedDim, subscripts); |
| const auto &xDim{x.GetDimension(zeroBasedDim)}; |
| SubscriptValue xPos{xDim.LowerBound()}; |
| const auto &maskDim{mask.GetDimension(zeroBasedDim)}; |
| SubscriptValue maskPos{maskDim.LowerBound()}; |
| for (auto n{x.GetDimension(zeroBasedDim).Extent()}; n-- > 0; |
| ++xPos, ++maskPos) { |
| maskAt[zeroBasedDim] = maskPos; |
| if (IsLogicalElementTrue(mask, maskAt)) { |
| xAt[zeroBasedDim] = xPos; |
| if (!accumulator.template AccumulateAt<TYPE>(xAt)) { |
| break; |
| } |
| } |
| } |
| #ifdef _MSC_VER // work around MSVC spurious error |
| accumulator.GetResult(result, zeroBasedDim); |
| #else |
| accumulator.template GetResult(result, zeroBasedDim); |
| #endif |
| } |
| |
| // Utility: establishes & allocates the result array for a partial |
| // reduction (i.e., one with DIM=). |
| static void CreatePartialReductionResult(Descriptor &result, |
| const Descriptor &x, int dim, Terminator &terminator, const char *intrinsic, |
| TypeCode typeCode) { |
| int xRank{x.rank()}; |
| if (dim < 1 || dim > xRank) { |
| terminator.Crash("%s: bad DIM=%d for rank %d", intrinsic, dim, xRank); |
| } |
| int zeroBasedDim{dim - 1}; |
| SubscriptValue resultExtent[maxRank]; |
| for (int j{0}; j < zeroBasedDim; ++j) { |
| resultExtent[j] = x.GetDimension(j).Extent(); |
| } |
| for (int j{zeroBasedDim + 1}; j < xRank; ++j) { |
| resultExtent[j - 1] = x.GetDimension(j).Extent(); |
| } |
| result.Establish(typeCode, x.ElementBytes(), nullptr, xRank - 1, resultExtent, |
| CFI_attribute_allocatable); |
| for (int j{0}; j + 1 < xRank; ++j) { |
| result.GetDimension(j).SetBounds(1, resultExtent[j]); |
| } |
| if (int stat{result.Allocate()}) { |
| terminator.Crash( |
| "%s: could not allocate memory for result; STAT=%d", intrinsic, stat); |
| } |
| } |
| |
| // Partial reductions with DIM= |
| |
| template <typename ACCUMULATOR, TypeCategory CAT, int KIND> |
| inline void PartialReduction(Descriptor &result, const Descriptor &x, int dim, |
| const Descriptor *mask, Terminator &terminator, const char *intrinsic, |
| ACCUMULATOR &accumulator) { |
| CreatePartialReductionResult( |
| result, x, dim, terminator, intrinsic, TypeCode{CAT, KIND}); |
| SubscriptValue at[maxRank]; |
| result.GetLowerBounds(at); |
| INTERNAL_CHECK(result.rank() == 0 || at[0] == 1); |
| using CppType = CppTypeFor<CAT, KIND>; |
| if (mask) { |
| CheckConformability(x, *mask, terminator, intrinsic, "ARRAY", "MASK"); |
| SubscriptValue maskAt[maxRank]; // contents unused |
| if (mask->rank() > 0) { |
| for (auto n{result.Elements()}; n-- > 0; result.IncrementSubscripts(at)) { |
| accumulator.Reinitialize(); |
| ReduceDimMaskToScalar<CppType, ACCUMULATOR>( |
| x, dim - 1, at, *mask, result.Element<CppType>(at), accumulator); |
| } |
| return; |
| } else if (!IsLogicalElementTrue(*mask, maskAt)) { |
| // scalar MASK=.FALSE. |
| accumulator.Reinitialize(); |
| for (auto n{result.Elements()}; n-- > 0; result.IncrementSubscripts(at)) { |
| accumulator.GetResult(result.Element<CppType>(at)); |
| } |
| return; |
| } |
| } |
| // No MASK= or scalar MASK=.TRUE. |
| for (auto n{result.Elements()}; n-- > 0; result.IncrementSubscripts(at)) { |
| accumulator.Reinitialize(); |
| ReduceDimToScalar<CppType, ACCUMULATOR>( |
| x, dim - 1, at, result.Element<CppType>(at), accumulator); |
| } |
| } |
| |
| template <template <typename> class ACCUM> |
| struct PartialIntegerReductionHelper { |
| template <int KIND> struct Functor { |
| static constexpr int Intermediate{ |
| std::max(KIND, 4)}; // use at least "int" for intermediate results |
| void operator()(Descriptor &result, const Descriptor &x, int dim, |
| const Descriptor *mask, Terminator &terminator, |
| const char *intrinsic) const { |
| using Accumulator = |
| ACCUM<CppTypeFor<TypeCategory::Integer, Intermediate>>; |
| Accumulator accumulator{x}; |
| PartialReduction<Accumulator, TypeCategory::Integer, KIND>( |
| result, x, dim, mask, terminator, intrinsic, accumulator); |
| } |
| }; |
| }; |
| |
| template <template <typename> class INTEGER_ACCUM> |
| inline void PartialIntegerReduction(Descriptor &result, const Descriptor &x, |
| int dim, int kind, const Descriptor *mask, const char *intrinsic, |
| Terminator &terminator) { |
| ApplyIntegerKind< |
| PartialIntegerReductionHelper<INTEGER_ACCUM>::template Functor, void>( |
| kind, terminator, result, x, dim, mask, terminator, intrinsic); |
| } |
| |
| template <TypeCategory CAT, template <typename> class ACCUM> |
| struct PartialFloatingReductionHelper { |
| template <int KIND> struct Functor { |
| static constexpr int Intermediate{ |
| std::max(KIND, 8)}; // use at least "double" for intermediate results |
| void operator()(Descriptor &result, const Descriptor &x, int dim, |
| const Descriptor *mask, Terminator &terminator, |
| const char *intrinsic) const { |
| using Accumulator = ACCUM<CppTypeFor<TypeCategory::Real, Intermediate>>; |
| Accumulator accumulator{x}; |
| PartialReduction<Accumulator, CAT, KIND>( |
| result, x, dim, mask, terminator, intrinsic, accumulator); |
| } |
| }; |
| }; |
| |
| template <template <typename> class INTEGER_ACCUM, |
| template <typename> class REAL_ACCUM, |
| template <typename> class COMPLEX_ACCUM> |
| inline void TypedPartialNumericReduction(Descriptor &result, |
| const Descriptor &x, int dim, const char *source, int line, |
| const Descriptor *mask, const char *intrinsic) { |
| Terminator terminator{source, line}; |
| auto catKind{x.type().GetCategoryAndKind()}; |
| RUNTIME_CHECK(terminator, catKind.has_value()); |
| switch (catKind->first) { |
| case TypeCategory::Integer: |
| PartialIntegerReduction<INTEGER_ACCUM>( |
| result, x, dim, catKind->second, mask, intrinsic, terminator); |
| break; |
| case TypeCategory::Real: |
| ApplyFloatingPointKind<PartialFloatingReductionHelper<TypeCategory::Real, |
| REAL_ACCUM>::template Functor, |
| void>(catKind->second, terminator, result, x, dim, mask, terminator, |
| intrinsic); |
| break; |
| case TypeCategory::Complex: |
| ApplyFloatingPointKind<PartialFloatingReductionHelper<TypeCategory::Complex, |
| COMPLEX_ACCUM>::template Functor, |
| void>(catKind->second, terminator, result, x, dim, mask, terminator, |
| intrinsic); |
| break; |
| default: |
| terminator.Crash("%s: invalid type code %d", intrinsic, x.type().raw()); |
| } |
| } |
| |
| template <typename ACCUMULATOR> struct LocationResultHelper { |
| template <int KIND> struct Functor { |
| void operator()(ACCUMULATOR &accumulator, const Descriptor &result) const { |
| accumulator.GetResult( |
| result.OffsetElement<CppTypeFor<TypeCategory::Integer, KIND>>()); |
| } |
| }; |
| }; |
| |
| template <typename ACCUMULATOR> struct PartialLocationHelper { |
| template <int KIND> struct Functor { |
| void operator()(Descriptor &result, const Descriptor &x, int dim, |
| const Descriptor *mask, Terminator &terminator, const char *intrinsic, |
| ACCUMULATOR &accumulator) const { |
| PartialReduction<ACCUMULATOR, TypeCategory::Integer, KIND>( |
| result, x, dim, mask, terminator, intrinsic, accumulator); |
| } |
| }; |
| }; |
| |
| } // namespace Fortran::runtime |
| #endif // FORTRAN_RUNTIME_REDUCTION_TEMPLATES_H_ |