// Copyright 2009-2020 Intel Corporation // SPDX-License-Identifier: Apache-2.0 #pragma once #include "heuristic_binning.h" #include "heuristic_spatial.h" namespace embree { namespace isa { #if 0 #define SPATIAL_ASPLIT_OVERLAP_THRESHOLD 0.2f #define SPATIAL_ASPLIT_SAH_THRESHOLD 0.95f #define SPATIAL_ASPLIT_AREA_THRESHOLD 0.0f #else #define SPATIAL_ASPLIT_OVERLAP_THRESHOLD 0.1f #define SPATIAL_ASPLIT_SAH_THRESHOLD 0.99f #define SPATIAL_ASPLIT_AREA_THRESHOLD 0.000005f #endif struct PrimInfoExtRange : public CentGeomBBox3fa, public extended_range { __forceinline PrimInfoExtRange() { } __forceinline PrimInfoExtRange(EmptyTy) : CentGeomBBox3fa(EmptyTy()), extended_range(0,0,0) {} __forceinline PrimInfoExtRange(size_t begin, size_t end, size_t ext_end, const CentGeomBBox3fa& centGeomBounds) : CentGeomBBox3fa(centGeomBounds), extended_range(begin,end,ext_end) {} __forceinline float leafSAH() const { return expectedApproxHalfArea(geomBounds)*float(size()); } __forceinline float leafSAH(size_t block_shift) const { return expectedApproxHalfArea(geomBounds)*float((size()+(size_t(1)<> block_shift); } }; template struct Split2 { __forceinline Split2 () {} __forceinline Split2 (const Split2& other) { spatial = other.spatial; sah = other.sah; if (spatial) spatialSplit() = other.spatialSplit(); else objectSplit() = other.objectSplit(); } __forceinline Split2& operator= (const Split2& other) { spatial = other.spatial; sah = other.sah; if (spatial) spatialSplit() = other.spatialSplit(); else objectSplit() = other.objectSplit(); return *this; } __forceinline ObjectSplit& objectSplit() { return *( ObjectSplit*)data; } __forceinline const ObjectSplit& objectSplit() const { return *(const ObjectSplit*)data; } __forceinline SpatialSplit& spatialSplit() { return *( SpatialSplit*)data; } __forceinline const SpatialSplit& spatialSplit() const { return *(const SpatialSplit*)data; } __forceinline Split2 (const ObjectSplit& objectSplit, float sah) : spatial(false), sah(sah) { new (data) ObjectSplit(objectSplit); } __forceinline Split2 (const SpatialSplit& spatialSplit, float sah) : spatial(true), sah(sah) { new (data) SpatialSplit(spatialSplit); } __forceinline float splitSAH() const { return sah; } __forceinline bool valid() const { return sah < float(inf); } public: __aligned(64) char data[sizeof(ObjectSplit) > sizeof(SpatialSplit) ? sizeof(ObjectSplit) : sizeof(SpatialSplit)]; bool spatial; float sah; }; /*! Performs standard object binning */ template struct HeuristicArraySpatialSAH { typedef BinSplit ObjectSplit; typedef BinInfoT ObjectBinner; typedef SpatialBinSplit SpatialSplit; typedef SpatialBinInfo SpatialBinner; //typedef extended_range Set; typedef Split2 Split; #if defined(__AVX512ER__) // KNL static const size_t PARALLEL_THRESHOLD = 3*1024; static const size_t PARALLEL_FIND_BLOCK_SIZE = 768; static const size_t PARALLEL_PARTITION_BLOCK_SIZE = 128; #else static const size_t PARALLEL_THRESHOLD = 3*1024; static const size_t PARALLEL_FIND_BLOCK_SIZE = 1024; static const size_t PARALLEL_PARTITION_BLOCK_SIZE = 128; #endif static const size_t MOVE_STEP_SIZE = 64; static const size_t CREATE_SPLITS_STEP_SIZE = 64; __forceinline HeuristicArraySpatialSAH () : prims0(nullptr) {} /*! remember prim array */ __forceinline HeuristicArraySpatialSAH (const PrimitiveSplitterFactory& splitterFactory, PrimRef* prims0, const CentGeomBBox3fa& root_info) : prims0(prims0), splitterFactory(splitterFactory), root_info(root_info) {} /*! compute extended ranges */ __noinline void setExtentedRanges(const PrimInfoExtRange& set, PrimInfoExtRange& lset, PrimInfoExtRange& rset, const size_t lweight, const size_t rweight) { assert(set.ext_range_size() > 0); const float left_factor = (float)lweight / (lweight + rweight); const size_t ext_range_size = set.ext_range_size(); const size_t left_ext_range_size = min((size_t)(floorf(left_factor * ext_range_size)),ext_range_size); const size_t right_ext_range_size = ext_range_size - left_ext_range_size; lset.set_ext_range(lset.end() + left_ext_range_size); rset.set_ext_range(rset.end() + right_ext_range_size); } /*! move ranges */ __noinline void moveExtentedRange(const PrimInfoExtRange& set, const PrimInfoExtRange& lset, PrimInfoExtRange& rset) { const size_t left_ext_range_size = lset.ext_range_size(); const size_t right_size = rset.size(); /* has the left child an extended range? */ if (left_ext_range_size > 0) { /* left extended range smaller than right range ? */ if (left_ext_range_size < right_size) { /* only move a small part of the beginning of the right range to the end */ parallel_for( rset.begin(), rset.begin()+left_ext_range_size, MOVE_STEP_SIZE, [&](const range& r) { for (size_t i=r.begin(); i& r) { for (size_t i=r.begin(); i= SPATIAL_ASPLIT_AREA_THRESHOLD*safeArea(root_info.geomBounds) && safeArea(overlap) >= SPATIAL_ASPLIT_OVERLAP_THRESHOLD*safeArea(set.geomBounds)) { const SpatialSplit spatial_split = spatial_find(set, logBlockSize); const float spatial_split_sah = spatial_split.splitSAH(); /* valid spatial split, better SAH and number of splits do not exceed extended range */ if (spatial_split_sah < SPATIAL_ASPLIT_SAH_THRESHOLD*object_split_sah && spatial_split.left + spatial_split.right - set.size() <= set.ext_range_size()) { return Split(spatial_split,spatial_split_sah); } } } return Split(object_split,object_split_sah); } /*! finds the best object split */ __forceinline const ObjectSplit object_find(const PrimInfoExtRange& set, const size_t logBlockSize, SplitInfo &info) { if (set.size() < PARALLEL_THRESHOLD) return sequential_object_find(set,logBlockSize,info); else return parallel_object_find (set,logBlockSize,info); } /*! finds the best object split */ __noinline const ObjectSplit sequential_object_find(const PrimInfoExtRange& set, const size_t logBlockSize, SplitInfo &info) { ObjectBinner binner(empty); const BinMapping mapping(set); binner.bin(prims0,set.begin(),set.end(),mapping); ObjectSplit s = binner.best(mapping,logBlockSize); binner.getSplitInfo(mapping, s, info); return s; } /*! finds the best split */ __noinline const ObjectSplit parallel_object_find(const PrimInfoExtRange& set, const size_t logBlockSize, SplitInfo &info) { ObjectBinner binner(empty); const BinMapping mapping(set); const BinMapping& _mapping = mapping; // CLANG 3.4 parser bug workaround binner = parallel_reduce(set.begin(),set.end(),PARALLEL_FIND_BLOCK_SIZE,binner, [&] (const range& r) -> ObjectBinner { ObjectBinner binner(empty); binner.bin(prims0+r.begin(),r.size(),_mapping); return binner; }, [&] (const ObjectBinner& b0, const ObjectBinner& b1) -> ObjectBinner { ObjectBinner r = b0; r.merge(b1,_mapping.size()); return r; }); ObjectSplit s = binner.best(mapping,logBlockSize); binner.getSplitInfo(mapping, s, info); return s; } /*! finds the best spatial split */ __forceinline const SpatialSplit spatial_find(const PrimInfoExtRange& set, const size_t logBlockSize) { if (set.size() < PARALLEL_THRESHOLD) return sequential_spatial_find(set, logBlockSize); else return parallel_spatial_find (set, logBlockSize); } /*! finds the best spatial split */ __noinline const SpatialSplit sequential_spatial_find(const PrimInfoExtRange& set, const size_t logBlockSize) { SpatialBinner binner(empty); const SpatialBinMapping mapping(set); binner.bin2(splitterFactory,prims0,set.begin(),set.end(),mapping); /* todo: best spatial split not exeeding the extended range does not provide any benefit ?*/ return binner.best(mapping,logBlockSize); //,set.ext_size()); } __noinline const SpatialSplit parallel_spatial_find(const PrimInfoExtRange& set, const size_t logBlockSize) { SpatialBinner binner(empty); const SpatialBinMapping mapping(set); const SpatialBinMapping& _mapping = mapping; // CLANG 3.4 parser bug workaround binner = parallel_reduce(set.begin(),set.end(),PARALLEL_FIND_BLOCK_SIZE,binner, [&] (const range& r) -> SpatialBinner { SpatialBinner binner(empty); binner.bin2(splitterFactory,prims0,r.begin(),r.end(),_mapping); return binner; }, [&] (const SpatialBinner& b0, const SpatialBinner& b1) -> SpatialBinner { return SpatialBinner::reduce(b0,b1); }); /* todo: best spatial split not exeeding the extended range does not provide any benefit ?*/ return binner.best(mapping,logBlockSize); //,set.ext_size()); } /*! subdivides primitives based on a spatial split */ __noinline void create_spatial_splits(PrimInfoExtRange& set, const SpatialSplit& split, const SpatialBinMapping &mapping) { assert(set.has_ext_range()); const size_t max_ext_range_size = set.ext_range_size(); const size_t ext_range_start = set.end(); /* atomic counter for number of primref splits */ std::atomic ext_elements; ext_elements.store(0); const float fpos = split.mapping.pos(split.pos,split.dim); const unsigned int mask = 0xFFFFFFFF >> RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS; parallel_for( set.begin(), set.end(), CREATE_SPLITS_STEP_SIZE, [&](const range& r) { for (size_t i=r.begin();i> (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS); if (likely(splits <= 1)) continue; /* todo: does this ever happen ? */ //int bin0 = split.mapping.bin(prims0[i].lower)[split.dim]; //int bin1 = split.mapping.bin(prims0[i].upper)[split.dim]; //if (unlikely(bin0 < split.pos && bin1 >= split.pos)) if (unlikely(prims0[i].lower[split.dim] < fpos && prims0[i].upper[split.dim] > fpos)) { assert(splits > 1); PrimRef left,right; const auto splitter = splitterFactory(prims0[i]); splitter(prims0[i],split.dim,fpos,left,right); // no empty splits if (unlikely(left.bounds().empty() || right.bounds().empty())) continue; left.lower.u = (left.lower.u & mask) | ((splits-1) << (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS)); right.lower.u = (right.lower.u & mask) | ((splits-1) << (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS)); const size_t ID = ext_elements.fetch_add(1); /* break if the number of subdivided elements are greater than the maximum allowed size */ if (unlikely(ID >= max_ext_range_size)) break; /* only write within the correct bounds */ assert(ID < max_ext_range_size); prims0[i] = left; prims0[ext_range_start+ID] = right; } } }); const size_t numExtElements = min(max_ext_range_size,ext_elements.load()); assert(set.end()+numExtElements<=set.ext_end()); set._end += numExtElements; } /*! array partitioning */ void split(const Split& split, const PrimInfoExtRange& set_i, PrimInfoExtRange& lset, PrimInfoExtRange& rset) { PrimInfoExtRange set = set_i; /* valid split */ if (unlikely(!split.valid())) { deterministic_order(set); return splitFallback(set,lset,rset); } std::pair ext_weights(0,0); if (unlikely(split.spatial)) { create_spatial_splits(set,split.spatialSplit(), split.spatialSplit().mapping); /* spatial split */ if (likely(set.size() < PARALLEL_THRESHOLD)) ext_weights = sequential_spatial_split(split.spatialSplit(),set,lset,rset); else ext_weights = parallel_spatial_split(split.spatialSplit(),set,lset,rset); } else { /* object split */ if (likely(set.size() < PARALLEL_THRESHOLD)) ext_weights = sequential_object_split(split.objectSplit(),set,lset,rset); else ext_weights = parallel_object_split(split.objectSplit(),set,lset,rset); } /* if we have an extended range, set extended child ranges and move right split range */ if (unlikely(set.has_ext_range())) { setExtentedRanges(set,lset,rset,ext_weights.first,ext_weights.second); moveExtentedRange(set,lset,rset); } } /*! array partitioning */ std::pair sequential_object_split(const ObjectSplit& split, const PrimInfoExtRange& set, PrimInfoExtRange& lset, PrimInfoExtRange& rset) { const size_t begin = set.begin(); const size_t end = set.end(); PrimInfo local_left(empty); PrimInfo local_right(empty); const unsigned int splitPos = split.pos; const unsigned int splitDim = split.dim; const unsigned int splitDimMask = (unsigned int)1 << splitDim; const typename ObjectBinner::vint vSplitPos(splitPos); const typename ObjectBinner::vbool vSplitMask(splitDimMask); size_t center = serial_partitioning(prims0, begin,end,local_left,local_right, [&] (const PrimRef& ref) { return split.mapping.bin_unsafe(ref,vSplitPos,vSplitMask); }, [] (PrimInfo& pinfo,const PrimRef& ref) { pinfo.add_center2(ref,ref.lower.u >> (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS)); }); const size_t left_weight = local_left.end; const size_t right_weight = local_right.end; new (&lset) PrimInfoExtRange(begin,center,center,local_left); new (&rset) PrimInfoExtRange(center,end,end,local_right); assert(area(lset.geomBounds) >= 0.0f); assert(area(rset.geomBounds) >= 0.0f); return std::pair(left_weight,right_weight); } /*! array partitioning */ __noinline std::pair sequential_spatial_split(const SpatialSplit& split, const PrimInfoExtRange& set, PrimInfoExtRange& lset, PrimInfoExtRange& rset) { const size_t begin = set.begin(); const size_t end = set.end(); PrimInfo local_left(empty); PrimInfo local_right(empty); const unsigned int splitPos = split.pos; const unsigned int splitDim = split.dim; const unsigned int splitDimMask = (unsigned int)1 << splitDim; /* init spatial mapping */ const SpatialBinMapping &mapping = split.mapping; const vint4 vSplitPos(splitPos); const vbool4 vSplitMask( (int)splitDimMask ); size_t center = serial_partitioning(prims0, begin,end,local_left,local_right, [&] (const PrimRef& ref) { const Vec3fa c = ref.bounds().center(); return any(((vint4)mapping.bin(c) < vSplitPos) & vSplitMask); }, [] (PrimInfo& pinfo,const PrimRef& ref) { pinfo.add_center2(ref,ref.lower.u >> (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS)); }); const size_t left_weight = local_left.end; const size_t right_weight = local_right.end; new (&lset) PrimInfoExtRange(begin,center,center,local_left); new (&rset) PrimInfoExtRange(center,end,end,local_right); assert(area(lset.geomBounds) >= 0.0f); assert(area(rset.geomBounds) >= 0.0f); return std::pair(left_weight,right_weight); } /*! array partitioning */ __noinline std::pair parallel_object_split(const ObjectSplit& split, const PrimInfoExtRange& set, PrimInfoExtRange& lset, PrimInfoExtRange& rset) { const size_t begin = set.begin(); const size_t end = set.end(); PrimInfo left(empty); PrimInfo right(empty); const unsigned int splitPos = split.pos; const unsigned int splitDim = split.dim; const unsigned int splitDimMask = (unsigned int)1 << splitDim; const typename ObjectBinner::vint vSplitPos(splitPos); const typename ObjectBinner::vbool vSplitMask(splitDimMask); auto isLeft = [&] (const PrimRef &ref) { return split.mapping.bin_unsafe(ref,vSplitPos,vSplitMask); }; const size_t center = parallel_partitioning( prims0,begin,end,EmptyTy(),left,right,isLeft, [] (PrimInfo &pinfo,const PrimRef &ref) { pinfo.add_center2(ref,ref.lower.u >> (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS)); }, [] (PrimInfo &pinfo0,const PrimInfo &pinfo1) { pinfo0.merge(pinfo1); }, PARALLEL_PARTITION_BLOCK_SIZE); const size_t left_weight = left.end; const size_t right_weight = right.end; left.begin = begin; left.end = center; right.begin = center; right.end = end; new (&lset) PrimInfoExtRange(begin,center,center,left); new (&rset) PrimInfoExtRange(center,end,end,right); assert(area(left.geomBounds) >= 0.0f); assert(area(right.geomBounds) >= 0.0f); return std::pair(left_weight,right_weight); } /*! array partitioning */ __noinline std::pair parallel_spatial_split(const SpatialSplit& split, const PrimInfoExtRange& set, PrimInfoExtRange& lset, PrimInfoExtRange& rset) { const size_t begin = set.begin(); const size_t end = set.end(); PrimInfo left(empty); PrimInfo right(empty); const unsigned int splitPos = split.pos; const unsigned int splitDim = split.dim; const unsigned int splitDimMask = (unsigned int)1 << splitDim; /* init spatial mapping */ const SpatialBinMapping& mapping = split.mapping; const vint4 vSplitPos(splitPos); const vbool4 vSplitMask( (int)splitDimMask ); auto isLeft = [&] (const PrimRef &ref) { const Vec3fa c = ref.bounds().center(); return any(((vint4)mapping.bin(c) < vSplitPos) & vSplitMask); }; const size_t center = parallel_partitioning( prims0,begin,end,EmptyTy(),left,right,isLeft, [] (PrimInfo &pinfo,const PrimRef &ref) { pinfo.add_center2(ref,ref.lower.u >> (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS)); }, [] (PrimInfo &pinfo0,const PrimInfo &pinfo1) { pinfo0.merge(pinfo1); }, PARALLEL_PARTITION_BLOCK_SIZE); const size_t left_weight = left.end; const size_t right_weight = right.end; left.begin = begin; left.end = center; right.begin = center; right.end = end; new (&lset) PrimInfoExtRange(begin,center,center,left); new (&rset) PrimInfoExtRange(center,end,end,right); assert(area(left.geomBounds) >= 0.0f); assert(area(right.geomBounds) >= 0.0f); return std::pair(left_weight,right_weight); } void deterministic_order(const PrimInfoExtRange& set) { /* required as parallel partition destroys original primitive order */ std::sort(&prims0[set.begin()],&prims0[set.end()]); } void splitFallback(const PrimInfoExtRange& set, PrimInfoExtRange& lset, PrimInfoExtRange& rset) { const size_t begin = set.begin(); const size_t end = set.end(); const size_t center = (begin + end)/2; PrimInfo left(empty); for (size_t i=begin; i> (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS)); } const size_t lweight = left.end; PrimInfo right(empty); for (size_t i=center; i> (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS)); } const size_t rweight = right.end; new (&lset) PrimInfoExtRange(begin,center,center,left); new (&rset) PrimInfoExtRange(center,end,end,right); /* if we have an extended range */ if (set.has_ext_range()) { setExtentedRanges(set,lset,rset,lweight,rweight); moveExtentedRange(set,lset,rset); } } private: PrimRef* const prims0; const PrimitiveSplitterFactory& splitterFactory; const CentGeomBBox3fa& root_info; }; } }