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diff --git a/thirdparty/embree/kernels/builders/heuristic_spatial.h b/thirdparty/embree/kernels/builders/heuristic_spatial.h
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+// Copyright 2009-2021 Intel Corporation
+// SPDX-License-Identifier: Apache-2.0
+
+#pragma once
+
+#include "../common/scene.h"
+#include "priminfo.h"
+
+namespace embree
+{
+ static const unsigned int RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS = 5;
+
+ namespace isa
+ {
+
+ /*! mapping into bins */
+ template<size_t BINS>
+ struct SpatialBinMapping
+ {
+ public:
+ __forceinline SpatialBinMapping() {}
+
+ /*! calculates the mapping */
+ __forceinline SpatialBinMapping(const CentGeomBBox3fa& pinfo)
+ {
+ const vfloat4 lower = (vfloat4) pinfo.geomBounds.lower;
+ const vfloat4 upper = (vfloat4) pinfo.geomBounds.upper;
+ const vfloat4 eps = 128.0f*vfloat4(ulp)*max(abs(lower),abs(upper));
+ const vfloat4 diag = max(eps,(vfloat4) pinfo.geomBounds.size());
+ scale = select(upper-lower <= eps,vfloat4(0.0f),vfloat4(BINS)/diag);
+ ofs = (vfloat4) pinfo.geomBounds.lower;
+ inv_scale = 1.0f / scale;
+ }
+
+ /*! slower but safe binning */
+ __forceinline vint4 bin(const Vec3fa& p) const
+ {
+ const vint4 i = floori((vfloat4(p)-ofs)*scale);
+ return clamp(i,vint4(0),vint4(BINS-1));
+ }
+
+ __forceinline std::pair<vint4,vint4> bin(const BBox3fa& b) const
+ {
+#if defined(__AVX__)
+ const vfloat8 ofs8(ofs);
+ const vfloat8 scale8(scale);
+ const vint8 lu = floori((vfloat8::loadu(&b)-ofs8)*scale8);
+ const vint8 c_lu = clamp(lu,vint8(zero),vint8(BINS-1));
+ return std::pair<vint4,vint4>(extract4<0>(c_lu),extract4<1>(c_lu));
+#else
+ const vint4 lower = floori((vfloat4(b.lower)-ofs)*scale);
+ const vint4 upper = floori((vfloat4(b.upper)-ofs)*scale);
+ const vint4 c_lower = clamp(lower,vint4(0),vint4(BINS-1));
+ const vint4 c_upper = clamp(upper,vint4(0),vint4(BINS-1));
+ return std::pair<vint4,vint4>(c_lower,c_upper);
+#endif
+ }
+
+
+ /*! calculates left spatial position of bin */
+ __forceinline float pos(const size_t bin, const size_t dim) const {
+ return madd(float(bin),inv_scale[dim],ofs[dim]);
+ }
+
+ /*! calculates left spatial position of bin */
+ template<size_t N>
+ __forceinline vfloat<N> posN(const vfloat<N> bin, const size_t dim) const {
+ return madd(bin,vfloat<N>(inv_scale[dim]),vfloat<N>(ofs[dim]));
+ }
+
+ /*! returns true if the mapping is invalid in some dimension */
+ __forceinline bool invalid(const size_t dim) const {
+ return scale[dim] == 0.0f;
+ }
+
+ public:
+ vfloat4 ofs,scale,inv_scale; //!< linear function that maps to bin ID
+ };
+
+ /*! stores all information required to perform some split */
+ template<size_t BINS>
+ struct SpatialBinSplit
+ {
+ /*! construct an invalid split by default */
+ __forceinline SpatialBinSplit()
+ : sah(inf), dim(-1), pos(0), left(-1), right(-1), factor(1.0f) {}
+
+ /*! constructs specified split */
+ __forceinline SpatialBinSplit(float sah, int dim, int pos, const SpatialBinMapping<BINS>& mapping)
+ : sah(sah), dim(dim), pos(pos), left(-1), right(-1), factor(1.0f), mapping(mapping) {}
+
+ /*! constructs specified split */
+ __forceinline SpatialBinSplit(float sah, int dim, int pos, int left, int right, float factor, const SpatialBinMapping<BINS>& mapping)
+ : sah(sah), dim(dim), pos(pos), left(left), right(right), factor(factor), mapping(mapping) {}
+
+ /*! tests if this split is valid */
+ __forceinline bool valid() const { return dim != -1; }
+
+ /*! calculates surface area heuristic for performing the split */
+ __forceinline float splitSAH() const { return sah; }
+
+ /*! stream output */
+ friend embree_ostream operator<<(embree_ostream cout, const SpatialBinSplit& split) {
+ return cout << "SpatialBinSplit { sah = " << split.sah << ", dim = " << split.dim << ", pos = " << split.pos << ", left = " << split.left << ", right = " << split.right << ", factor = " << split.factor << "}";
+ }
+
+ public:
+ float sah; //!< SAH cost of the split
+ int dim; //!< split dimension
+ int pos; //!< split position
+ int left; //!< number of elements on the left side
+ int right; //!< number of elements on the right side
+ float factor; //!< factor splitting the extended range
+ SpatialBinMapping<BINS> mapping; //!< mapping into bins
+ };
+
+ /*! stores all binning information */
+ template<size_t BINS, typename PrimRef>
+ struct __aligned(64) SpatialBinInfo
+ {
+ SpatialBinInfo() {
+ }
+
+ __forceinline SpatialBinInfo(EmptyTy) {
+ clear();
+ }
+
+ /*! clears the bin info */
+ __forceinline void clear()
+ {
+ for (size_t i=0; i<BINS; i++) {
+ bounds[i][0] = bounds[i][1] = bounds[i][2] = empty;
+ numBegin[i] = numEnd[i] = 0;
+ }
+ }
+
+ /*! adds binning data */
+ __forceinline void add(const size_t dim,
+ const size_t beginID,
+ const size_t endID,
+ const size_t binID,
+ const BBox3fa &b,
+ const size_t n = 1)
+ {
+ assert(beginID < BINS);
+ assert(endID < BINS);
+ assert(binID < BINS);
+
+ numBegin[beginID][dim]+=(unsigned int)n;
+ numEnd [endID][dim]+=(unsigned int)n;
+ bounds [binID][dim].extend(b);
+ }
+
+ /*! extends binning bounds */
+ __forceinline void extend(const size_t dim,
+ const size_t binID,
+ const BBox3fa &b)
+ {
+ assert(binID < BINS);
+ bounds [binID][dim].extend(b);
+ }
+
+ /*! bins an array of triangles */
+ template<typename SplitPrimitive>
+ __forceinline void bin(const SplitPrimitive& splitPrimitive, const PrimRef* prims, size_t N, const SpatialBinMapping<BINS>& mapping)
+ {
+ for (size_t i=0; i<N; i++)
+ {
+ const PrimRef prim = prims[i];
+ unsigned splits = prim.geomID() >> (32-RESERVED_NUM_SPATIAL_SPLITS_GEOMID_BITS);
+
+ if (unlikely(splits == 1))
+ {
+ const vint4 bin = mapping.bin(center(prim.bounds()));
+ for (size_t dim=0; dim<3; dim++)
+ {
+ assert(bin[dim] >= (int)0 && bin[dim] < (int)BINS);
+ numBegin[bin[dim]][dim]++;
+ numEnd [bin[dim]][dim]++;
+ bounds [bin[dim]][dim].extend(prim.bounds());
+ }
+ }
+ else
+ {
+ const vint4 bin0 = mapping.bin(prim.bounds().lower);
+ const vint4 bin1 = mapping.bin(prim.bounds().upper);
+
+ for (size_t dim=0; dim<3; dim++)
+ {
+ size_t bin;
+ PrimRef rest = prim;
+ size_t l = bin0[dim];
+ size_t r = bin1[dim];
+
+ // same bin optimization
+ if (likely(l == r))
+ {
+ numBegin[l][dim]++;
+ numEnd [l][dim]++;
+ bounds [l][dim].extend(prim.bounds());
+ continue;
+ }
+
+ for (bin=(size_t)bin0[dim]; bin<(size_t)bin1[dim]; bin++)
+ {
+ const float pos = mapping.pos(bin+1,dim);
+
+ PrimRef left,right;
+ splitPrimitive(rest,(int)dim,pos,left,right);
+ if (unlikely(left.bounds().empty())) l++;
+ bounds[bin][dim].extend(left.bounds());
+ rest = right;
+ }
+ if (unlikely(rest.bounds().empty())) r--;
+ numBegin[l][dim]++;
+ numEnd [r][dim]++;
+ bounds [bin][dim].extend(rest.bounds());
+ }
+ }
+ }
+ }
+
+ /*! bins a range of primitives inside an array */
+ template<typename SplitPrimitive>
+ void bin(const SplitPrimitive& splitPrimitive, const PrimRef* prims, size_t begin, size_t end, const SpatialBinMapping<BINS>& mapping) {
+ bin(splitPrimitive,prims+begin,end-begin,mapping);
+ }
+
+ /*! bins an array of primitives */
+ template<typename PrimitiveSplitterFactory>
+ __forceinline void bin2(const PrimitiveSplitterFactory& splitterFactory, const PrimRef* source, size_t begin, size_t end, const SpatialBinMapping<BINS>& mapping)
+ {
+ for (size_t i=begin; i<end; i++)
+ {
+ const PrimRef &prim = source[i];
+ const vint4 bin0 = mapping.bin(prim.bounds().lower);
+ const vint4 bin1 = mapping.bin(prim.bounds().upper);
+
+ for (size_t dim=0; dim<3; dim++)
+ {
+ if (unlikely(mapping.invalid(dim)))
+ continue;
+
+ size_t bin;
+ size_t l = bin0[dim];
+ size_t r = bin1[dim];
+
+ // same bin optimization
+ if (likely(l == r))
+ {
+ add(dim,l,l,l,prim.bounds());
+ continue;
+ }
+ const size_t bin_start = bin0[dim];
+ const size_t bin_end = bin1[dim];
+ BBox3fa rest = prim.bounds();
+ const auto splitter = splitterFactory(prim);
+ for (bin=bin_start; bin<bin_end; bin++)
+ {
+ const float pos = mapping.pos(bin+1,dim);
+ BBox3fa left,right;
+ splitter(rest,dim,pos,left,right);
+ if (unlikely(left.empty())) l++;
+ extend(dim,bin,left);
+ rest = right;
+ }
+ if (unlikely(rest.empty())) r--;
+ add(dim,l,r,bin,rest);
+ }
+ }
+ }
+
+
+
+ /*! bins an array of primitives */
+ __forceinline void binSubTreeRefs(const PrimRef* source, size_t begin, size_t end, const SpatialBinMapping<BINS>& mapping)
+ {
+ for (size_t i=begin; i<end; i++)
+ {
+ const PrimRef &prim = source[i];
+ const vint4 bin0 = mapping.bin(prim.bounds().lower);
+ const vint4 bin1 = mapping.bin(prim.bounds().upper);
+
+ for (size_t dim=0; dim<3; dim++)
+ {
+ if (unlikely(mapping.invalid(dim)))
+ continue;
+
+ const size_t l = bin0[dim];
+ const size_t r = bin1[dim];
+
+ const unsigned int n = prim.primID();
+
+ // same bin optimization
+ if (likely(l == r))
+ {
+ add(dim,l,l,l,prim.bounds(),n);
+ continue;
+ }
+ const size_t bin_start = bin0[dim];
+ const size_t bin_end = bin1[dim];
+ for (size_t bin=bin_start; bin<bin_end; bin++)
+ add(dim,l,r,bin,prim.bounds(),n);
+ }
+ }
+ }
+
+ /*! merges in other binning information */
+ void merge (const SpatialBinInfo& other)
+ {
+ for (size_t i=0; i<BINS; i++)
+ {
+ numBegin[i] += other.numBegin[i];
+ numEnd [i] += other.numEnd [i];
+ bounds[i][0].extend(other.bounds[i][0]);
+ bounds[i][1].extend(other.bounds[i][1]);
+ bounds[i][2].extend(other.bounds[i][2]);
+ }
+ }
+
+ /*! merges in other binning information */
+ static __forceinline const SpatialBinInfo reduce (const SpatialBinInfo& a, const SpatialBinInfo& b)
+ {
+ SpatialBinInfo c(empty);
+ for (size_t i=0; i<BINS; i++)
+ {
+ c.numBegin[i] += a.numBegin[i]+b.numBegin[i];
+ c.numEnd [i] += a.numEnd [i]+b.numEnd [i];
+ c.bounds[i][0] = embree::merge(a.bounds[i][0],b.bounds[i][0]);
+ c.bounds[i][1] = embree::merge(a.bounds[i][1],b.bounds[i][1]);
+ c.bounds[i][2] = embree::merge(a.bounds[i][2],b.bounds[i][2]);
+ }
+ return c;
+ }
+
+ /*! finds the best split by scanning binning information */
+ SpatialBinSplit<BINS> best(const SpatialBinMapping<BINS>& mapping, const size_t blocks_shift) const
+ {
+ /* sweep from right to left and compute parallel prefix of merged bounds */
+ vfloat4 rAreas[BINS];
+ vuint4 rCounts[BINS];
+ vuint4 count = 0; BBox3fa bx = empty; BBox3fa by = empty; BBox3fa bz = empty;
+ for (size_t i=BINS-1; i>0; i--)
+ {
+ count += numEnd[i];
+ rCounts[i] = count;
+ bx.extend(bounds[i][0]); rAreas[i][0] = halfArea(bx);
+ by.extend(bounds[i][1]); rAreas[i][1] = halfArea(by);
+ bz.extend(bounds[i][2]); rAreas[i][2] = halfArea(bz);
+ rAreas[i][3] = 0.0f;
+ }
+
+ /* sweep from left to right and compute SAH */
+ vuint4 blocks_add = (1 << blocks_shift)-1;
+ vuint4 ii = 1; vfloat4 vbestSAH = pos_inf; vuint4 vbestPos = 0; vuint4 vbestlCount = 0; vuint4 vbestrCount = 0;
+ count = 0; bx = empty; by = empty; bz = empty;
+ for (size_t i=1; i<BINS; i++, ii+=1)
+ {
+ count += numBegin[i-1];
+ bx.extend(bounds[i-1][0]); float Ax = halfArea(bx);
+ by.extend(bounds[i-1][1]); float Ay = halfArea(by);
+ bz.extend(bounds[i-1][2]); float Az = halfArea(bz);
+ const vfloat4 lArea = vfloat4(Ax,Ay,Az,Az);
+ const vfloat4 rArea = rAreas[i];
+ const vuint4 lCount = (count +blocks_add) >> (unsigned int)(blocks_shift);
+ const vuint4 rCount = (rCounts[i]+blocks_add) >> (unsigned int)(blocks_shift);
+ const vfloat4 sah = madd(lArea,vfloat4(lCount),rArea*vfloat4(rCount));
+ // const vfloat4 sah = madd(lArea,vfloat4(vint4(lCount)),rArea*vfloat4(vint4(rCount)));
+ const vbool4 mask = sah < vbestSAH;
+ vbestPos = select(mask,ii ,vbestPos);
+ vbestSAH = select(mask,sah,vbestSAH);
+ vbestlCount = select(mask,count,vbestlCount);
+ vbestrCount = select(mask,rCounts[i],vbestrCount);
+ }
+
+ /* find best dimension */
+ float bestSAH = inf;
+ int bestDim = -1;
+ int bestPos = 0;
+ unsigned int bestlCount = 0;
+ unsigned int bestrCount = 0;
+ for (int dim=0; dim<3; dim++)
+ {
+ /* ignore zero sized dimensions */
+ if (unlikely(mapping.invalid(dim)))
+ continue;
+
+ /* test if this is a better dimension */
+ if (vbestSAH[dim] < bestSAH && vbestPos[dim] != 0) {
+ bestDim = dim;
+ bestPos = vbestPos[dim];
+ bestSAH = vbestSAH[dim];
+ bestlCount = vbestlCount[dim];
+ bestrCount = vbestrCount[dim];
+ }
+ }
+ assert(bestSAH >= 0.0f);
+
+ /* return invalid split if no split found */
+ if (bestDim == -1)
+ return SpatialBinSplit<BINS>(inf,-1,0,mapping);
+
+ /* return best found split */
+ return SpatialBinSplit<BINS>(bestSAH,bestDim,bestPos,bestlCount,bestrCount,1.0f,mapping);
+ }
+
+ private:
+ BBox3fa bounds[BINS][3]; //!< geometry bounds for each bin in each dimension
+ vuint4 numBegin[BINS]; //!< number of primitives starting in bin
+ vuint4 numEnd[BINS]; //!< number of primitives ending in bin
+ };
+ }
+}
+