GPUTPCGMTrackParam.cxx

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// Copyright 2019-2020 CERN and copyright holders of ALICE O2.
// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
// All rights not expressly granted are reserved.
//
// This software is distributed under the terms of the GNU General Public
// License v3 (GPL Version 3), copied verbatim in the file "COPYING".
//
// In applying this license CERN does not waive the privileges and immunities
// granted to it by virtue of its status as an Intergovernmental Organization
// or submit itself to any jurisdiction.
 
 
#define GPUCA_CADEBUG 0
#define DEBUG_SINGLE_TRACK -1
 
#include "GPUTPCDef.h"
#include "GPUTPCGMTrackParam.h"
#include "GPUTPCGMPhysicalTrackModel.h"
#include "GPUTPCGMPropagator.h"
#include "GPUTPCGMBorderTrack.h"
#include "GPUTPCGMMergedTrack.h"
#include "GPUTPCGMPolynomialField.h"
#include "GPUTPCGMMerger.h"
#include "GPUTPCTracker.h"
#include "GPUdEdx.h"
#include "GPUParam.h"
#include "GPUO2DataTypes.h"
#include "GPUConstantMem.h"
#include "TPCFastTransform.h"
#include "CorrectionMapsHelper.h"
#include "GPUTPCConvertImpl.h"
#include "GPUTPCGMMergerTypes.h"
#include "GPUParam.inc"
#include "GPUGetConstexpr.h"
 
#ifdef GPUCA_CADEBUG_ENABLED
#include "GPUSettings.h"
#include "AliHLTTPCClusterMCData.h"
#endif
 
#ifndef GPUCA_GPUCODE_DEVICE
#include <cmath>
#include <cstdlib>
#endif
 
using namespace o2::gpu;
using namespace o2::tpc;
 
GPUd() bool GPUTPCGMTrackParam::Fit(GPUTPCGMMerger* GPUrestrict() merger, int32_t iTrk, GPUTPCGMMergedTrackHit* GPUrestrict() clusters, int32_t& GPUrestrict() N, int32_t& GPUrestrict() NTolerated, float& GPUrestrict() Alpha, int32_t attempt, float maxSinPhi, GPUTPCGMMergedTrack& GPUrestrict() track)
{
  static constexpr float kDeg2Rad = M_PI / 180.f;
  CADEBUG(static constexpr float kSectAngle = 2 * M_PI / 18.f);
 
  const GPUParam& GPUrestrict() param = merger->Param();
 
  GPUdEdx dEdx, dEdxAlt;
  GPUTPCGMPropagator prop;
  gputpcgmmergertypes::InterpolationErrors interpolation;
  prop.SetMaterialTPC();
  prop.SetPolynomialField(&param.polynomialField);
  prop.SetMaxSinPhi(maxSinPhi);
  if (param.rec.tpc.mergerInterpolateErrors) {
    for (int32_t i = 0; i < N; i++) {
      interpolation.hit[i].errorY = -1;
    }
  }
 
  const int32_t nWays = param.rec.tpc.nWays;
  const int32_t maxN = N;
  int32_t ihitStart = 0;
  float covYYUpd = 0.f;
  float lastUpdateX = -1.f;
  uint8_t lastRow = 255;
  uint8_t lastSector = 255;
  float deltaZ = 0.f;
 
  for (int32_t iWay = 0; iWay < nWays; iWay++) {
    int32_t nMissed = 0, nMissed2 = 0;
    float sumInvSqrtCharge = 0.f;
    int32_t nAvgCharge = 0;
 
    if (iWay && (iWay & 1) == 0) {
      StoreOuter(&track.OuterParam(), prop.GetAlpha());
    }
 
    int32_t resetT0 = initResetT0();
    const bool refit = (nWays == 1 || iWay >= 1);
    const bool finalOutInFit = iWay + 2 >= nWays;
    const bool finalFit = iWay == nWays - 1;
    const float maxSinForUpdate = CAMath::Sin(70.f * kDeg2Rad);
 
    ResetCovariance();
    prop.SetSeedingErrors(!(refit && attempt == 0));
    prop.SetFitInProjections(true); // param.rec.fitInProjections == -1 ? (iWay == 0) : param.rec.fitInProjections); // TODO: Reenable once fixed
    prop.SetPropagateBzOnly(param.rec.fitPropagateBzOnly == -1 ? !finalFit : param.rec.fitPropagateBzOnly);
    prop.SetMatLUT((param.rec.useMatLUT && finalFit) ? merger->GetConstantMem()->calibObjects.matLUT : nullptr);
    prop.SetTrack(this, iWay ? prop.GetAlpha() : Alpha);
    ConstrainSinPhi(iWay == 0 ? 0.95f : GPUCA_MAX_SIN_PHI_LOW);
    CADEBUG(printf("Fitting track %d way %d (sector %d, alpha %f) !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n", iTrk, iWay, CAMath::Float2IntRn(prop.GetAlpha() / kSectAngle) + (mP[1] < 0 ? 18 : 0), prop.GetAlpha()));
 
    N = 0;
    lastUpdateX = -1;
    const bool inFlyDirection = iWay & 1;
    const int32_t wayDirection = (iWay & 1) ? -1 : 1;
 
    int32_t goodRows = 0;
    for (int32_t ihit = ihitStart; ihit >= 0 && ihit < maxN; ihit += wayDirection) {
      const bool crossCE = lastSector != 255 && ((lastSector < 18) ^ (clusters[ihit].sector < 18));
      if (crossCE) {
        lastSector = clusters[ihit].sector;
      }
 
      if ((param.rec.tpc.trackFitRejectMode > 0 && nMissed >= param.rec.tpc.trackFitRejectMode) || nMissed2 >= param.rec.tpc.trackFitMaxRowMissedHard || clusters[ihit].state & GPUTPCGMMergedTrackHit::flagReject) {
        CADEBUG(printf("\tSkipping hit %d, %d hits rejected, flag %X\n", ihit, nMissed, (int32_t)clusters[ihit].state));
        if (finalOutInFit && !(clusters[ihit].state & GPUTPCGMMergedTrackHit::flagReject)) {
          clusters[ihit].state |= GPUTPCGMMergedTrackHit::flagRejectErr;
        }
        continue;
      }
 
      const bool allowChangeClusters = finalOutInFit && (nWays == 1 || ((iWay & 1) ? (ihit <= CAMath::Max(maxN / 2, maxN - 30)) : (ihit >= CAMath::Min(maxN / 2, 30))));
 
      int32_t ihitMergeFirst = ihit;
      uint8_t clusterState = clusters[ihit].state;
      const float clAlpha = param.Alpha(clusters[ihit].sector);
      float xx, yy, zz;
      {
        const ClusterNative& GPUrestrict() cl = merger->GetConstantMem()->ioPtrs.clustersNative->clustersLinear[clusters[ihit].num];
        merger->GetConstantMem()->calibObjects.fastTransformHelper->Transform(clusters[ihit].sector, clusters[ihit].row, cl.getPad(), cl.getTime(), xx, yy, zz, mTOffset);
      }
      // clang-format off
      CADEBUG(printf("\tHit %3d/%3d Row %3d: Cluster Alpha %8.3f %3d, X %8.3f - Y %8.3f, Z %8.3f (Missed %d)\n", ihit, maxN, (int32_t)clusters[ihit].row, clAlpha, (int32_t)clusters[ihit].sector, xx, yy, zz, nMissed));
      // CADEBUG(if ((uint32_t)merger->GetTrackingChain()->mIOPtrs.nMCLabelsTPC > clusters[ihit].num))
      // CADEBUG({printf(" MC:"); for (int32_t i = 0; i < 3; i++) {int32_t mcId = merger->GetTrackingChain()->mIOPtrs.mcLabelsTPC[clusters[ihit].num].fClusterID[i].fMCID; if (mcId >= 0) printf(" %d", mcId); } } printf("\n"));
      // clang-format on
      if (MergeDoubleRowClusters(ihit, wayDirection, clusters, merger, prop, xx, yy, zz, maxN, clAlpha, clusterState, allowChangeClusters) == -1) {
        nMissed++;
        nMissed2++;
        continue;
      }
 
      if (param.rec.tpc.rejectIFCLowRadiusCluster) {
        const float r2 = xx * xx + yy * yy;
        const float rmax = (83.5f + param.rec.tpc.sysClusErrorMinDist);
        if (r2 < rmax * rmax) {
          MarkClusters(clusters, ihitMergeFirst, ihit, wayDirection, GPUTPCGMMergedTrackHit::flagRejectErr);
          continue;
        }
      }
 
      const auto& cluster = clusters[ihit];
 
      // clang-format off
      CADEBUG(printf("\tSector %2d %11sTrack   Alpha %8.3f %s, X %8.3f - Y %8.3f, Z %8.3f   -   QPt %7.2f (%7.2f), SP %5.2f (%5.2f) %28s    ---   Cov sY %8.3f sZ %8.3f sSP %8.3f sPt %8.3f   -   YPt %8.3f\n", (int32_t)cluster.sector, "", prop.GetAlpha(), (CAMath::Abs(prop.GetAlpha() - clAlpha) < 0.01 ? "   " : " R!"), mX, mP[0], mP[1], mP[4], prop.GetQPt0(), mP[2], prop.GetSinPhi0(), "", sqrtf(mC[0]), sqrtf(mC[2]), sqrtf(mC[5]), sqrtf(mC[14]), mC[10]));
      // clang-format on
      if (allowChangeClusters && lastRow != 255 && CAMath::Abs(cluster.row - lastRow) > 1) {
        if GPUCA_RTC_CONSTEXPR (GPUCA_GET_CONSTEXPR(param.par, dodEdx)) {
          bool dodEdx = param.dodEdxEnabled && param.rec.tpc.adddEdxSubThresholdClusters && finalFit && CAMath::Abs(cluster.row - lastRow) == 2;
          dodEdx = AttachClustersPropagate(merger, cluster.sector, lastRow, cluster.row, iTrk, track.Leg() == 0, prop, inFlyDirection, GPUCA_MAX_SIN_PHI, dodEdx);
          if (dodEdx) {
            dEdx.fillSubThreshold(lastRow - wayDirection);
            if GPUCA_RTC_CONSTEXPR (GPUCA_GET_CONSTEXPR(param.rec.tpc, dEdxClusterRejectionFlagMask) != GPUCA_GET_CONSTEXPR(param.rec.tpc, dEdxClusterRejectionFlagMaskAlt)) {
              dEdxAlt.fillSubThreshold(lastRow - wayDirection);
            }
          }
        }
      }
 
      int32_t retValProp = prop.PropagateToXAlpha(xx, clAlpha, inFlyDirection);
      // clang-format off
      CADEBUG(if (!CheckCov()){printf("INVALID COV AFTER PROPAGATE!!!\n");});
      // clang-format on
      if (retValProp == -2) // Rotation failed, try to bring to new x with old alpha first, rotate, and then propagate to x, alpha
      {
        CADEBUG(printf("REROTATE\n"));
        if (prop.PropagateToXAlpha(xx, prop.GetAlpha(), inFlyDirection) == 0) {
          retValProp = prop.PropagateToXAlpha(xx, clAlpha, inFlyDirection);
        }
      }
      if (lastRow == 255 || CAMath::Abs((int32_t)lastRow - (int32_t)cluster.row) > 5 || lastSector != cluster.sector || (param.rec.tpc.trackFitRejectMode < 0 && -nMissed <= param.rec.tpc.trackFitRejectMode)) {
        goodRows = 0;
      } else {
        goodRows++;
      }
      if (retValProp == 0) {
        lastRow = cluster.row;
        lastSector = cluster.sector;
      }
      // clang-format off
      CADEBUG(printf("\t%21sPropaga Alpha %8.3f    , X %8.3f - Y %8.3f, Z %8.3f   -   QPt %7.2f (%7.2f), SP %5.2f (%5.2f)   ---   Res %8.3f %8.3f   ---   Cov sY %8.3f sZ %8.3f sSP %8.3f sPt %8.3f   -   YPt %8.3f   -   PErr %d", "", prop.GetAlpha(), mX, mP[0], mP[1], mP[4], prop.GetQPt0(), mP[2], prop.GetSinPhi0(), mP[0] - yy, mP[1] - zz, sqrtf(mC[0]), sqrtf(mC[2]), sqrtf(mC[5]), sqrtf(mC[14]), mC[10], retValProp));
      // clang-format on
 
      if (crossCE) {
        if (param.rec.tpc.addErrorsCECrossing) {
          if (param.rec.tpc.addErrorsCECrossing >= 2) {
            AddCovDiagErrorsWithCorrelations(param.rec.tpc.errorsCECrossing);
          } else {
            AddCovDiagErrors(param.rec.tpc.errorsCECrossing);
          }
        } else if (mC[2] < 0.5f) {
          mC[2] = 0.5f;
        }
      }
 
      float uncorrectedY = -1e6f;
      if (allowChangeClusters) {
        uncorrectedY = AttachClusters(merger, cluster.sector, cluster.row, iTrk, track.Leg() == 0, prop);
      }
 
      const bool sinPhiErr = mNDF > 0 && CAMath::Abs(prop.GetSinPhi0()) >= maxSinForUpdate;
      if (mNDF >= 0 && (mC[0] > param.rec.tpc.trackFitCovLimit || mC[2] > param.rec.tpc.trackFitCovLimit)) {
        break;
      }
      if (retValProp || sinPhiErr) {
        MarkClusters(clusters, ihitMergeFirst, ihit, wayDirection, GPUTPCGMMergedTrackHit::flagHighIncl);
        nMissed2++;
        NTolerated++;
        CADEBUG(printf(", %d --- break\n", (int32_t)sinPhiErr));
        continue;
      }
      CADEBUG(printf("\n"));
 
      int32_t retValUpd = 0, retValInt = 0;
      float threshold = 3.f + (lastUpdateX >= 0 ? (CAMath::Abs(mX - lastUpdateX) / 2) : 0.f);
      if (mNDF > (int32_t)param.rec.tpc.mergerNonInterpolateRejectMinNDF && (CAMath::Abs(yy - mP[0]) > threshold || CAMath::Abs(zz - mP[1]) > threshold)) {
        retValUpd = GPUTPCGMPropagator::updateErrorClusterRejectedDistance;
      } else {
        int8_t rejectChi2 = 0;
        if (attempt == 0) {
          if (param.rec.tpc.mergerInterpolateErrors && CAMath::Abs(ihit - ihitMergeFirst) <= 1) {
            if (iWay == nWays - 3) {
              rejectChi2 = GPUTPCGMPropagator::rejectInterFill;
            } else if (iWay == nWays - 2) {
              rejectChi2 = GPUTPCGMPropagator::rejectInterReject;
            } else if (iWay == nWays - 1) {
              rejectChi2 = (param.rec.tpc.mergerInterpolateRejectAlsoOnCurrentPosition && GetNDF() > (int32_t)param.rec.tpc.mergerNonInterpolateRejectMinNDF) ? GPUTPCGMPropagator::rejectDirect : 0;
            }
          } else {
            rejectChi2 = allowChangeClusters && goodRows > 5;
          }
        }
 
        float err2Y, err2Z;
        const float time = merger->GetConstantMem()->ioPtrs.clustersNative ? merger->GetConstantMem()->ioPtrs.clustersNative->clustersLinear[cluster.num].getTime() : -1.f;
        const float invSqrtCharge = merger->GetConstantMem()->ioPtrs.clustersNative ? CAMath::InvSqrt(merger->GetConstantMem()->ioPtrs.clustersNative->clustersLinear[cluster.num].qMax) : 0.f;
        const float invCharge = merger->GetConstantMem()->ioPtrs.clustersNative ? (1.f / merger->GetConstantMem()->ioPtrs.clustersNative->clustersLinear[cluster.num].qMax) : 0.f;
        float invAvgCharge = (sumInvSqrtCharge += invSqrtCharge) / ++nAvgCharge;
        invAvgCharge *= invAvgCharge;
        prop.GetErr2(err2Y, err2Z, param, zz, cluster.row, clusterState, cluster.sector, time, invAvgCharge, invCharge);
 
        if (rejectChi2 >= GPUTPCGMPropagator::rejectInterFill) {
          if (rejectChi2 == GPUTPCGMPropagator::rejectInterReject && interpolation.hit[ihit].errorY < (GPUCA_PAR_MERGER_INTERPOLATION_ERROR_TYPE_A)0) {
            rejectChi2 = GPUTPCGMPropagator::rejectDirect;
          } else {
            retValInt = prop.InterpolateReject(param, yy, zz, clusterState, rejectChi2, &interpolation.hit[ihit], err2Y, err2Z, deltaZ);
          }
        }
 
        if (param.rec.tpc.rejectEdgeClustersInTrackFit && uncorrectedY > -1e6f && param.rejectEdgeClusterByY(uncorrectedY, cluster.row, CAMath::Sqrt(mC[0]))) { // uncorrectedY > -1e6f implies allowChangeClusters
          retValUpd = GPUTPCGMPropagator::updateErrorClusterRejectedEdge;
        } else {
          retValUpd = prop.Update(yy, zz, cluster.row, param, clusterState, rejectChi2, refit, err2Y, err2Z);
        }
        GPUCA_DEBUG_STREAMER_CHECK(if (o2::utils::DebugStreamer::checkStream(o2::utils::StreamFlags::streamUpdateTrack, iTrk)) {
          merger->DebugStreamerUpdate(iTrk, ihit, xx, yy, zz, cluster, merger->GetConstantMem()->ioPtrs.clustersNative->clustersLinear[cluster.num], *this, prop, interpolation.hit[ihit], rejectChi2, refit, retValUpd, sumInvSqrtCharge / nAvgCharge * sumInvSqrtCharge / nAvgCharge, yy, zz, clusterState, retValInt, err2Y, err2Z);
        });
      }
      // clang-format off
      CADEBUG(if (!CheckCov()) GPUError("INVALID COV AFTER UPDATE!!!"));
      CADEBUG(printf("\t%21sFit     Alpha %8.3f    , X %8.3f - Y %8.3f, Z %8.3f   -   QPt %7.2f (%7.2f), SP %5.2f (%5.2f), DzDs %5.2f %16s    ---   Cov sY %8.3f sZ %8.3f sSP %8.3f sPt %8.3f   -   YPt %8.3f   -   FErr %d %d\n", "", prop.GetAlpha(), mX, mP[0], mP[1], mP[4], prop.GetQPt0(), mP[2], prop.GetSinPhi0(), mP[3], "", sqrtf(mC[0]), sqrtf(mC[2]), sqrtf(mC[5]), sqrtf(mC[14]), mC[10], retValUpd, retValInt));
      // clang-format on
 
      ConstrainSinPhi();            // TODO: Limit using ConstrainSinPhi everywhere!
      if (!retValUpd && !retValInt) // track is updated
      {
        lastUpdateX = mX;
        covYYUpd = mC[0];
        nMissed = nMissed2 = 0;
        UnmarkClusters(clusters, ihitMergeFirst, ihit, wayDirection, GPUTPCGMMergedTrackHit::flagHighIncl);
        N++;
        ihitStart = ihit;
        float dy = mP[0] - prop.Model().Y();
        float dz = mP[1] - prop.Model().Z();
        if (CAMath::Abs(mP[4]) * param.qptB5Scaler > 10 && --resetT0 <= 0 && CAMath::Abs(mP[2]) < 0.15f && dy * dy + dz * dz > 1) {
          CADEBUG(printf("Reinit linearization\n"));
          prop.SetTrack(this, prop.GetAlpha());
        }
        if GPUCA_RTC_CONSTEXPR (GPUCA_GET_CONSTEXPR(param.par, dodEdx)) {
          if (param.dodEdxEnabled && finalFit) { // TODO: Costimize flag to remove, and option to remove double-clusters
            bool acc = (clusterState & param.rec.tpc.dEdxClusterRejectionFlagMask) == 0, accAlt = (clusterState & param.rec.tpc.dEdxClusterRejectionFlagMaskAlt) == 0;
            if (acc || accAlt) {
              float qtot = 0, qmax = 0, pad = 0, relTime = 0;
              const int32_t clusterCount = (ihit - ihitMergeFirst) * wayDirection + 1;
              for (int32_t iTmp = ihitMergeFirst; iTmp != ihit + wayDirection; iTmp += wayDirection) {
                const ClusterNative& cl = merger->GetConstantMem()->ioPtrs.clustersNative->clustersLinear[cluster.num];
                qtot += cl.qTot;
                qmax = CAMath::Max<float>(qmax, cl.qMax);
                pad += cl.getPad();
                relTime += cl.getTime();
              }
              qtot /= clusterCount; // TODO: Weighted Average
              pad /= clusterCount;
              relTime /= clusterCount;
              relTime = relTime - CAMath::Round(relTime);
              if (acc) {
                dEdx.fillCluster(qtot, qmax, cluster.row, cluster.sector, mP[2], mP[3], merger->GetConstantMem()->calibObjects, zz, pad, relTime);
              }
              if GPUCA_RTC_CONSTEXPR (GPUCA_GET_CONSTEXPR(param.rec.tpc, dEdxClusterRejectionFlagMask) != GPUCA_GET_CONSTEXPR(param.rec.tpc, dEdxClusterRejectionFlagMaskAlt)) {
                if (accAlt) {
                  dEdxAlt.fillCluster(qtot, qmax, cluster.row, cluster.sector, mP[2], mP[3], merger->GetConstantMem()->calibObjects, zz, pad, relTime);
                }
              }
            }
          }
        }
      } else if (retValInt || retValUpd >= GPUTPCGMPropagator::updateErrorClusterRejected) { // cluster far away form the track
        if (retValInt || allowChangeClusters) {
          MarkClusters(clusters, ihitMergeFirst, ihit, wayDirection, GPUTPCGMMergedTrackHit::flagRejectDistance);
        } else if (finalFit) {
          MarkClusters(clusters, ihitMergeFirst, ihit, wayDirection, GPUTPCGMMergedTrackHit::flagRejectErr);
        }
        if (!retValInt) {
          nMissed++;
          nMissed2++;
        }
      } else {
        break; // bad chi2 for the whole track, stop the fit
      }
    }
    if (finalOutInFit && !(merger->Param().rec.tpc.disableRefitAttachment & 4) && lastRow != 255 && lastSector != 255) {
      StoreLoopPropagation(merger, lastSector, lastRow, iTrk, lastRow > clusters[(iWay & 1) ? (maxN - 1) : 0].row, prop.GetAlpha());
      CADEBUG(printf("\t\tSTORING %d lastRow %d row %d out %d\n", iTrk, (int)lastRow, (int)clusters[(iWay & 1) ? (maxN - 1) : 0].row, lastRow > clusters[(iWay & 1) ? (maxN - 1) : 0].row));
    }
    if (!(iWay & 1) && !finalFit && !track.CCE() && !track.Looper()) {
      deltaZ = ShiftZ(clusters, merger, maxN);
    } else {
      deltaZ = 0.f;
    }
  }
  ConstrainSinPhi();
 
  GPUCA_DEBUG_STREAMER_CHECK(if (o2::utils::DebugStreamer::checkStream(o2::utils::StreamFlags::streamUpdateTrack, iTrk)) {
    o2::utils::DebugStreamer::instance()->getStreamer("debug_accept_track", "UPDATE") << o2::utils::DebugStreamer::instance()->getUniqueTreeName("debug_accept_track").data() << "iTrk=" << iTrk << "outerParam=" << track.OuterParam() << "track=" << this << "ihitStart=" << ihitStart << "\n";
  })
 
  if (!(N + NTolerated >= GPUCA_TRACKLET_SELECTOR_MIN_HITS_B5(mP[4] * param.qptB5Scaler) && 2 * NTolerated <= CAMath::Max(10, N) && CheckNumericalQuality(covYYUpd))) {
    return false; // TODO: NTolerated should never become that large, check what is going wrong!
  }
  if (param.rec.tpc.minNClustersFinalTrack != -1 && N + NTolerated < param.rec.tpc.minNClustersFinalTrack) {
    return false;
  }
 
  if (param.par.dodEdx && param.dodEdxEnabled) {
    dEdx.computedEdx(merger->MergedTracksdEdx()[iTrk], param);
    if GPUCA_RTC_CONSTEXPR (GPUCA_GET_CONSTEXPR(param.rec.tpc, dEdxClusterRejectionFlagMask) != GPUCA_GET_CONSTEXPR(param.rec.tpc, dEdxClusterRejectionFlagMaskAlt)) {
      dEdxAlt.computedEdx(merger->MergedTracksdEdxAlt()[iTrk], param);
    }
  }
  Alpha = prop.GetAlpha();
  MoveToReference(prop, param, Alpha);
  NormalizeAlpha(Alpha);
 
  return true;
}
 
GPUdni() void GPUTPCGMTrackParam::MoveToReference(GPUTPCGMPropagator& prop, const GPUParam& param, float& Alpha)
{
  static constexpr float kDeg2Rad = M_PI / 180.f;
  static constexpr float kSectAngle = 2 * M_PI / 18.f;
 
  if (param.rec.tpc.trackReferenceX <= 500) {
    GPUTPCGMTrackParam save = *this;
    float saveAlpha = Alpha;
    for (int32_t attempt = 0; attempt < 3; attempt++) {
      float dAngle = CAMath::Round(CAMath::ATan2(mP[0], mX) / kDeg2Rad / 20.f) * kSectAngle;
      Alpha += dAngle;
      if (prop.PropagateToXAlpha(param.rec.tpc.trackReferenceX, Alpha, 0)) {
        break;
      }
      ConstrainSinPhi();
      if (CAMath::Abs(mP[0]) <= mX * CAMath::Tan(kSectAngle / 2.f)) {
        return;
      }
    }
    *this = save;
    Alpha = saveAlpha;
  }
  if (CAMath::Abs(mP[0]) > mX * CAMath::Tan(kSectAngle / 2.f)) {
    float dAngle = CAMath::Round(CAMath::ATan2(mP[0], mX) / kDeg2Rad / 20.f) * kSectAngle;
    Rotate(dAngle);
    ConstrainSinPhi();
    Alpha += dAngle;
  }
}
 
GPUd() void GPUTPCGMTrackParam::MirrorTo(GPUTPCGMPropagator& GPUrestrict() prop, float toY, float toZ, bool inFlyDirection, const GPUParam& param, uint8_t row, uint8_t clusterState, bool mirrorParameters, int8_t sector)
{
  if (mirrorParameters) {
    prop.Mirror(inFlyDirection);
  }
  float err2Y, err2Z;
  prop.GetErr2(err2Y, err2Z, param, toZ, row, clusterState, sector, -1.f, 0.f, 0.f); // Use correct time / avgCharge
  prop.Model().Y() = mP[0] = toY;
  prop.Model().Z() = mP[1] = toZ;
  if (mC[0] < err2Y) {
    mC[0] = err2Y;
  }
  if (mC[2] < err2Z) {
    mC[2] = err2Z;
  }
  if (CAMath::Abs(mC[5]) < 0.1f) {
    mC[5] = mC[5] > 0 ? 0.1f : -0.1f;
  }
  if (mC[9] < 1.f) {
    mC[9] = 1.f;
  }
  mC[1] = mC[4] = mC[6] = mC[8] = mC[11] = mC[13] = 0;
  prop.SetTrack(this, prop.GetAlpha());
  mNDF = -3;
  mChi2 = 0;
}
 
GPUd() int32_t GPUTPCGMTrackParam::MergeDoubleRowClusters(int32_t& ihit, int32_t wayDirection, GPUTPCGMMergedTrackHit* GPUrestrict() clusters, const GPUTPCGMMerger* GPUrestrict() merger, GPUTPCGMPropagator& GPUrestrict() prop, float& GPUrestrict() xx, float& GPUrestrict() yy, float& GPUrestrict() zz, int32_t maxN, float clAlpha, uint8_t& GPUrestrict() clusterState, bool rejectChi2)
{
  if (ihit + wayDirection >= 0 && ihit + wayDirection < maxN && clusters[ihit].row == clusters[ihit + wayDirection].row && clusters[ihit].sector == clusters[ihit + wayDirection].sector) {
    float maxDistY, maxDistZ;
    prop.GetErr2(maxDistY, maxDistZ, merger->Param(), zz, clusters[ihit].row, 0, clusters[ihit].sector, -1.f, 0.f, 0.f); // TODO: Use correct time, avgCharge
    maxDistY = (maxDistY + mC[0]) * 20.f;
    maxDistZ = (maxDistZ + mC[2]) * 20.f;
    int32_t noReject = 0; // Cannot reject if simple estimation of y/z fails (extremely unlike case)
    if (CAMath::Abs(clAlpha - prop.GetAlpha()) > 1.e-4f) {
      noReject = prop.RotateToAlpha(clAlpha);
    }
    float projY = 0, projZ = 0;
    if (noReject == 0) {
      noReject |= prop.GetPropagatedYZ(xx, projY, projZ);
    }
    float count = 0.f;
    xx = yy = zz = 0.f;
    clusterState = 0;
    while (true) {
      const ClusterNative& GPUrestrict() cl = merger->GetConstantMem()->ioPtrs.clustersNative->clustersLinear[clusters[ihit].num];
      float clamp = cl.qTot;
      float clx, cly, clz;
      merger->GetConstantMem()->calibObjects.fastTransformHelper->Transform(clusters[ihit].sector, clusters[ihit].row, cl.getPad(), cl.getTime(), clx, cly, clz, mTOffset);
      float dy = cly - projY;
      float dz = clz - projZ;
      if (noReject == 0 && (dy * dy > maxDistY || dz * dz > maxDistZ)) {
        CADEBUG(printf("\t\tRejecting double-row cluster: dy %f, dz %f, chiY %f, chiZ %f (Y: trk %f prj %f cl %f - Z: trk %f prj %f cl %f)\n", dy, dz, sqrtf(maxDistY), sqrtf(maxDistZ), mP[0], projY, cly, mP[1], projZ, clz));
        if (rejectChi2) {
          clusters[ihit].state |= GPUTPCGMMergedTrackHit::flagRejectDistance;
        }
      } else {
        CADEBUG(printf("\t\tMerging hit row %d X %f Y %f Z %f (dy %f, dz %f, chiY %f, chiZ %f)\n", clusters[ihit].row, clx, cly, clz, dy, dz, sqrtf(maxDistY), sqrtf(maxDistZ)));
        xx += clx * clamp; // TODO: Weight in pad/time instead of XYZ
        yy += cly * clamp;
        zz += clz * clamp;
        clusterState |= clusters[ihit].state;
        count += clamp;
      }
      if (!(ihit + wayDirection >= 0 && ihit + wayDirection < maxN && clusters[ihit].row == clusters[ihit + wayDirection].row && clusters[ihit].sector == clusters[ihit + wayDirection].sector)) {
        break;
      }
      ihit += wayDirection;
    }
    if (count < 0.1f) {
      CADEBUG(printf("\t\tNo matching cluster in double-row, skipping\n"));
      return -1;
    }
    xx /= count;
    yy /= count;
    zz /= count;
  }
  return 0;
}
 
GPUd() float GPUTPCGMTrackParam::AttachClusters(const GPUTPCGMMerger* GPUrestrict() Merger, int32_t sector, int32_t iRow, int32_t iTrack, bool goodLeg, GPUTPCGMPropagator& prop)
{
  float Y, Z;
  float X = 0;
  Merger->GetConstantMem()->calibObjects.fastTransformHelper->InverseTransformYZtoX(sector, iRow, mP[0], mP[1], X);
  if (prop.GetPropagatedYZ(X, Y, Z)) {
    Y = mP[0];
    Z = mP[1];
  }
  return AttachClusters(Merger, sector, iRow, iTrack, goodLeg, Y, Z);
}
 
GPUd() float GPUTPCGMTrackParam::AttachClusters(const GPUTPCGMMerger* GPUrestrict() Merger, int32_t sector, int32_t iRow, int32_t iTrack, bool goodLeg, float Y, float Z)
{
  const auto& param = Merger->Param();
  if (param.rec.tpc.disableRefitAttachment & 1) {
    return -1e6f;
  }
  const GPUTPCTracker& GPUrestrict() tracker = *(Merger->GetConstantMem()->tpcTrackers + sector);
  const GPUTPCRow& GPUrestrict() row = tracker.Row(iRow);
  GPUglobalref() const cahit2* hits = tracker.HitData(row);
  GPUglobalref() const calink* firsthit = tracker.FirstHitInBin(row);
  if (row.NHits() == 0) {
    return -1e6f;
  }
 
  const float zOffset = param.par.continuousTracking ? Merger->GetConstantMem()->calibObjects.fastTransformHelper->getCorrMap()->convVertexTimeToZOffset(sector, mTOffset, param.continuousMaxTimeBin) : 0; // TODO: do some validatiomns for the transform conv functions...
  const float y0 = row.Grid().YMin();
  const float stepY = row.HstepY();
  const float z0 = row.Grid().ZMin() - zOffset; // We can use our own ZOffset, since this is only used temporarily anyway
  const float stepZ = row.HstepZ();
  int32_t bin, ny, nz;
 
  float uncorrectedY, uncorrectedZ;
  Merger->GetConstantMem()->calibObjects.fastTransformHelper->InverseTransformYZtoNominalYZ(sector, iRow, Y, Z, uncorrectedY, uncorrectedZ);
  if (CAMath::Abs(uncorrectedY) > row.getTPCMaxY()) {
    return uncorrectedY;
  }
 
  bool protect = CAMath::Abs(GetQPt() * param.qptB5Scaler) <= param.rec.tpc.rejectQPtB5 && goodLeg;
  float err2Y, err2Z;
  param.GetClusterErrors2(sector, iRow, Z, mP[2], mP[3], -1.f, 0.f, 0.f, err2Y, err2Z); // TODO: Use correct time/avgCharge
  const float tubeMaxSize2 = protect ? param.rec.tpc.tubeProtectMaxSize2 : param.rec.tpc.tubeRemoveMaxSize2;
  const float tubeMinSize2 = protect ? param.rec.tpc.tubeProtectMinSize2 : 0.f;
  float tubeSigma2 = protect ? param.rec.tpc.tubeProtectSigma2 : param.rec.tpc.tubeRemoveSigma2;
  uint32_t pad = CAMath::Float2UIntRn(GPUTPCGeometry::LinearY2Pad(sector, iRow, uncorrectedY));
  float time = Merger->GetConstantMem()->calibObjects.fastTransformHelper->getCorrMap()->InverseTransformInTimeFrame(sector, uncorrectedZ + (param.par.continuousTracking ? Merger->GetConstantMem()->calibObjects.fastTransformHelper->getCorrMap()->convVertexTimeToZOffset(sector, mTOffset, param.continuousMaxTimeBin) : 0), param.continuousMaxTimeBin); // TODO: Simplify this call in TPCFastTransform
  if (iRow < param.rec.tpc.tubeExtraProtectMinRow ||
      pad < param.rec.tpc.tubeExtraProtectEdgePads || pad >= (uint32_t)(GPUTPCGeometry::NPads(iRow) - param.rec.tpc.tubeExtraProtectEdgePads) ||
      param.GetUnscaledMult(time) / GPUTPCGeometry::Row2X(iRow) > param.rec.tpc.tubeExtraProtectMinOccupancy) {
    tubeSigma2 *= protect ? 2 : 0.5;
  }
  const float sy2 = CAMath::Max(tubeMinSize2, CAMath::Min(tubeMaxSize2, tubeSigma2 * (err2Y + CAMath::Abs(mC[0])))); // Cov can be bogus when following circle
  const float sz2 = CAMath::Max(tubeMinSize2, CAMath::Min(tubeMaxSize2, tubeSigma2 * (err2Z + CAMath::Abs(mC[2])))); // In that case we should provide the track error externally
  const float tubeY = CAMath::Sqrt(sy2);
  const float tubeZ = CAMath::Sqrt(sz2);
  const float sy21 = 1.f / sy2;
  const float sz21 = 1.f / sz2;
 
  row.Grid().GetBinArea(uncorrectedY, uncorrectedZ + zOffset, tubeY, tubeZ, bin, ny, nz);
  const int32_t nBinsY = row.Grid().Ny();
  const int32_t idOffset = tracker.Data().ClusterIdOffset();
  const int32_t* ids = &(tracker.Data().ClusterDataIndex()[row.HitNumberOffset()]);
  uint32_t myWeight = Merger->TrackOrderAttach()[iTrack] | gputpcgmmergertypes::attachAttached | gputpcgmmergertypes::attachTube;
  GPUAtomic(uint32_t)* const weights = Merger->ClusterAttachment();
  if (goodLeg) {
    myWeight |= gputpcgmmergertypes::attachGoodLeg;
  }
  if (protect) {
    myWeight |= gputpcgmmergertypes::attachProtect;
  }
 
  for (int32_t k = 0; k <= nz; k++) {
    const int32_t mybin = bin + k * nBinsY;
    const uint32_t hitFst = firsthit[mybin];
    const uint32_t hitLst = firsthit[mybin + ny + 1];
    for (uint32_t ih = hitFst; ih < hitLst; ih++) {
      int32_t id = idOffset + ids[ih];
      GPUAtomic(uint32_t)* const weight = weights + id;
      if constexpr (GPUCA_PAR_NO_ATOMIC_PRECHECK == 0) {
        if (myWeight <= *weight) {
          continue;
        }
      }
      const cahit2 hh = hits[ih];
      const float y = y0 + hh.x * stepY;
      const float z = z0 + hh.y * stepZ;
      const float dy = y - uncorrectedY;
      const float dz = z - uncorrectedZ;
      if (dy * dy * sy21 + dz * dz * sz21 <= CAMath::Sqrt(2.f)) {
        // CADEBUG(printf("Found Y %f Z %f\n", y, z));
        CAMath::AtomicMax(weight, myWeight);
      }
    }
  }
  return uncorrectedY;
}
 
GPUd() bool GPUTPCGMTrackParam::AttachClustersPropagate(const GPUTPCGMMerger* GPUrestrict() Merger, int32_t sector, int32_t lastRow, int32_t toRow, int32_t iTrack, bool goodLeg, GPUTPCGMPropagator& GPUrestrict() prop, bool inFlyDirection, float maxSinPhi, bool dodEdx)
{
  static constexpr float kSectAngle = 2 * M_PI / 18.f;
  if (Merger->Param().rec.tpc.disableRefitAttachment & 2) {
    return dodEdx;
  }
  if (CAMath::Abs(lastRow - toRow) < 2) {
    return dodEdx;
  }
  int32_t step = toRow > lastRow ? 1 : -1;
  float xx = mX - GPUTPCGeometry::Row2X(lastRow);
  for (int32_t iRow = lastRow + step; iRow != toRow; iRow += step) {
    if (CAMath::Abs(mP[2]) > maxSinPhi) {
      return dodEdx;
    }
    if (CAMath::Abs(mP[0]) > CAMath::Abs(mX) * CAMath::Tan(kSectAngle / 2.f)) {
      return dodEdx;
    }
    int32_t err = prop.PropagateToXAlpha(xx + GPUTPCGeometry::Row2X(iRow), prop.GetAlpha(), inFlyDirection);
    if (err) {
      return dodEdx;
    }
    if (dodEdx && iRow + step == toRow) {
      float yUncorrected, zUncorrected;
      Merger->GetConstantMem()->calibObjects.fastTransformHelper->InverseTransformYZtoNominalYZ(sector, iRow, mP[0], mP[1], yUncorrected, zUncorrected);
      uint32_t pad = CAMath::Float2UIntRn(GPUTPCGeometry::LinearY2Pad(sector, iRow, yUncorrected));
      if (pad >= GPUTPCGeometry::NPads(iRow) || (Merger->GetConstantMem()->calibObjects.dEdxCalibContainer && Merger->GetConstantMem()->calibObjects.dEdxCalibContainer->isDead(sector, iRow, pad))) {
        dodEdx = false;
      }
    }
    CADEBUG(printf("Attaching in row %d\n", iRow));
    AttachClusters(Merger, sector, iRow, iTrack, goodLeg, prop);
  }
  return dodEdx;
}
 
GPUdii() void GPUTPCGMTrackParam::StoreOuter(gputpcgmmergertypes::GPUTPCOuterParam* outerParam, float alpha)
{
  CADEBUG(printf("\t%21sStorO   Alpha %8.3f    , X %8.3f - Y %8.3f, Z %8.3f   -   QPt %7.2f, SP %5.2f   ---   Cov sY %8.3f sZ %8.3f sSP %8.3f sPt %8.3f\n", "", alpha, mX, mP[0], mP[1], mP[4], mP[2], sqrtf(mC[0]), sqrtf(mC[2]), sqrtf(mC[5]), sqrtf(mC[14])));
  for (int32_t i = 0; i < 5; i++) {
    outerParam->P[i] = mP[i];
  }
  for (int32_t i = 0; i < 15; i++) {
    outerParam->C[i] = mC[i];
  }
  outerParam->X = mX;
  outerParam->alpha = alpha;
}
 
GPUdic(0, 1) void GPUTPCGMTrackParam::StoreLoopPropagation(const GPUTPCGMMerger* GPUrestrict() Merger, int32_t sector, int32_t iRow, int32_t iTrack, bool outwards, float alpha)
{
  if (iRow == 0 || iRow == GPUCA_ROW_COUNT - 1) {
    return;
  }
  if (CAMath::Abs(mP[2]) >= GPUCA_MAX_SIN_PHI) { // TODO: How can we avoid this?
    return;
  }
  if (CAMath::Abs(mP[2]) < 0.75) {
    return;
  }
  if ((mP[2] * mP[4] < 0) ^ outwards) {
    return;
  }
 
  uint32_t nLoopData = CAMath::AtomicAdd(&Merger->Memory()->nLoopData, 1u);
  if (nLoopData >= Merger->NMaxTracks()) {
    Merger->raiseError(GPUErrors::ERROR_MERGER_LOOPER_OVERFLOW, nLoopData, Merger->NMaxTracks());
    CAMath::AtomicExch(&Merger->Memory()->nLoopData, Merger->NMaxTracks());
    return;
  }
  GPUTPCGMLoopData data;
  data.param = *this;
  data.track = iTrack;
  data.alpha = alpha;
  data.sector = sector;
  data.row = iRow;
  data.outwards = outwards;
  Merger->LoopData()[nLoopData] = data;
}
 
GPUdii() void GPUTPCGMTrackParam::PropagateLooper(const GPUTPCGMMerger* GPUrestrict() Merger, int32_t loopIdx)
{
  GPUTPCGMPropagator prop;
  prop.SetMaterialTPC();
  prop.SetPolynomialField(&Merger->Param().polynomialField);
  prop.SetMaxSinPhi(GPUCA_MAX_SIN_PHI);
  prop.SetMatLUT(Merger->Param().rec.useMatLUT ? Merger->GetConstantMem()->calibObjects.matLUT : nullptr);
  prop.SetSeedingErrors(false);
  prop.SetFitInProjections(true);
  prop.SetPropagateBzOnly(false);
 
  GPUTPCGMLoopData& data = Merger->LoopData()[loopIdx];
  prop.SetTrack(&data.param, data.alpha);
  if (false) {
    data.param.AttachClustersLooper(Merger, data.sector, data.row, data.track, data.outwards, prop);
  } else {
    data.param.AttachClustersLooperFollow(Merger, prop, data.sector, data.row, data.track, data.outwards);
  }
}
 
GPUdi() void GPUTPCGMTrackParam::AttachClustersLooperFollow(const GPUTPCGMMerger* GPUrestrict() Merger, GPUTPCGMPropagator& GPUrestrict() prop, int32_t sector, int32_t iRow, int32_t iTrack, bool up)
{
  float toX = mX;
  bool inFlyDirection = (Merger->MergedTracks()[iTrack].Leg() & 1) ^ up;
 
  static constexpr float kSectAngle = 2 * M_PI / 18.f;
  const GPUParam& GPUrestrict() param = Merger->Param();
  bool right = (mP[2] < 0) ^ up;
  const int32_t sectorSide = sector >= (GPUCA_NSECTORS / 2) ? (GPUCA_NSECTORS / 2) : 0;
  float lrFactor = right ^ !up ? 1.f : -1.f;
  // clang-format off
  CADEBUG(printf("\nCIRCLE Track %d: Sector %d Alpha %f X %f Y %f Z %f SinPhi %f DzDs %f QPt %f - Right %d Up %d lrFactor %f\n", iTrack, sector, prop.GetAlpha(), mX, mP[0], mP[1], mP[2], mP[3], mP[4], (int32_t)right, (int32_t)up, lrFactor));
  // clang-format on
 
  if (prop.RotateToAlpha(prop.GetAlpha() + (CAMath::Pi() / 2.f) * lrFactor)) {
    return;
  }
  CADEBUG(printf("\tRotated: X %f Y %f Z %f SinPhi %f (Alpha %f / %f)\n", mP[0], mX, mP[1], mP[2], prop.GetAlpha(), prop.GetAlpha() + CAMath::Pi() / 2.f));
  uint32_t maxTries = 100;
  while (true) {
    while (CAMath::Abs(mX) <= CAMath::Abs(mP[0]) * CAMath::Tan(kSectAngle / 2.f) + 0.1f) {
      if (maxTries-- == 0) {
        return;
      }
      if (CAMath::Abs(mP[2]) > 0.7f) {
        return;
      }
      if (up ? (-mP[0] * lrFactor > GPUTPCGeometry::Row2X(GPUCA_ROW_COUNT - 1)) : (-mP[0] * lrFactor < GPUTPCGeometry::Row2X(0))) {
        return;
      }
      if (!((up ? (-mP[0] * lrFactor >= toX) : (-mP[0] * lrFactor <= toX)) || (right ^ (mP[2] > 0)))) {
        return;
      }
      int32_t err = prop.PropagateToXAlpha(mX + (up ? 1.f : -1.f), prop.GetAlpha(), inFlyDirection);
      if (err) {
        CADEBUG(printf("\t\tpropagation error (%d)\n", err));
        return;
      }
      CADEBUG(printf("\tPropagated to y = %f: X %f Z %f SinPhi %f\n", mX, mP[0], mP[1], mP[2]));
      for (int32_t j = 0; j < GPUCA_ROW_COUNT; j++) { // TODO: Avoid iterating over all rows
        float rowX = GPUTPCGeometry::Row2X(j);
        if (CAMath::Abs(rowX - (-mP[0] * lrFactor)) < 1.5f) {
          CADEBUG(printf("\t\tAttempt row %d (X %f Y %f Z %f)\n", j, rowX, mX * lrFactor, mP[1]));
          AttachClusters(Merger, sector, j, iTrack, false, mX * lrFactor, mP[1]);
        }
      }
    }
    if (maxTries-- == 0) {
      return;
    }
    if (right) {
      if (++sector >= sectorSide + 18) {
        sector -= 18;
      }
    } else {
      if (--sector < sectorSide) {
        sector += 18;
      }
    }
    CADEBUG(printf("\tRotating to sector %d: %f --> %f\n", sector, prop.GetAlpha(), param.Alpha(sector) + (CAMath::Pi() / 2.f) * lrFactor));
    int32_t err = prop.RotateToAlpha(param.Alpha(sector) + (CAMath::Pi() / 2.f) * lrFactor);
    if (err) {
      CADEBUG(printf("Rotation Error %d\n", err));
      return;
    }
    CADEBUG(printf("\tAfter Rotating Alpha %f Position X %f Y %f Z %f SinPhi %f\n", prop.GetAlpha(), mP[0], mX, mP[1], mP[2]));
  }
}
 
GPUdi() void GPUTPCGMTrackParam::AttachClustersLooper(const GPUTPCGMMerger* GPUrestrict() Merger, int32_t sector, int32_t iRow, int32_t iTrack, bool outwards, GPUTPCGMPropagator& GPUrestrict() prop)
{
  static constexpr float kSectAngle = 2 * M_PI / 18.f;
  // Note that the coordinate system is rotated by 90 degree swapping X and Y!
  float X = mP[2] > 0 ? mP[0] : -mP[0];
  float Y = mP[2] > 0 ? -mX : mX;
  float Z = mP[1];
  float SinPhi = CAMath::Sqrt(1 - mP[2] * mP[2]) * (mP[2] > 0 ? -1 : 1);
  float b = prop.GetBz(prop.GetAlpha(), mX, mP[0], mP[1]);
 
  float dx = outwards ? 1.f : -1.f;
  const float myRowX = GPUTPCGeometry::Row2X(iRow);
  // printf("\nAttachMirror sector %d row %d outwards %d\n", (int)sector, (int)iRow, (int)outwards);
  // printf("X %f Y %f Z %f SinPhi %f -->\n", mX, mP[0], mP[1], mP[2]);
  // printf("X %f Y %f Z %f SinPhi %f, dx %f\n", X, Y, Z, SinPhi, dx);
  uint32_t maxTries = 100;
  while (maxTries--) {
    float ex = CAMath::Sqrt(1 - SinPhi * SinPhi);
    float exi = 1.f / ex;
    float dxBzQ = dx * -b * mP[4];
    float newSinPhi = SinPhi + dxBzQ;
    if (CAMath::Abs(newSinPhi) > GPUCA_MAX_SIN_PHI_LOW) {
      // printf("Abort, newSinPhi %f\n", newSinPhi);
      return;
    }
    if (mP[2] > 0 ? (newSinPhi > 0.5) : (newSinPhi < -0.5)) {
      // printf("Finished, newSinPhi %f\n", newSinPhi);
      return;
    }
    float dS = dx * exi;
    float h2 = dS * exi * exi;
    float h4 = .5f * h2 * dxBzQ;
 
    X += dx;
    Y += dS * SinPhi + h4;
    Z += dS * mP[3];
    SinPhi = newSinPhi;
    if (CAMath::Abs(X) > CAMath::Abs(Y) * CAMath::Tan(kSectAngle / 2.f)) {
      // printf("Abort, sector edge\n");
      return;
    }
 
    // printf("count %d: At X %f Y %f Z %f SinPhi %f\n", maxTries, mP[2] > 0 ? -Y : Y, mP[2] > 0 ? X : -X, Z, SinPhi);
    float paramX = mP[2] > 0 ? -Y : Y;
    int32_t step = outwards ? 1 : -1;
    int32_t found = 0;
    for (int32_t j = iRow; j >= 0 && j < GPUCA_ROW_COUNT && found < 3; j += step) {
      float rowX = mX + GPUTPCGeometry::Row2X(j) - myRowX;
      if (CAMath::Abs(rowX - paramX) < 1.5f) {
        // printf("Attempt row %d at y %f\n", j, X);
        AttachClusters(Merger, sector, j, iTrack, false, mP[2] > 0 ? X : -X, Z);
      }
    }
  }
}
 
GPUd() float GPUTPCGMTrackParam::ShiftZ(const GPUTPCGMMergedTrackHit* clusters, const GPUTPCGMMerger* merger, int32_t N)
{
  if (N == 0) {
    N = 1;
  }
  const auto& GPUrestrict() cls = merger->GetConstantMem()->ioPtrs.clustersNative->clustersLinear;
  float z0 = cls[clusters[0].num].getTime(), zn = cls[clusters[N - 1].num].getTime();
  const auto tmp = zn > z0 ? std::array<float, 3>{zn, z0, GPUTPCGeometry::Row2X(clusters[N - 1].row)} : std::array<float, 3>{z0, zn, GPUTPCGeometry::Row2X(clusters[0].row)};
  return ShiftZ(merger, clusters[0].sector, tmp[0], tmp[1], tmp[2]);
}
 
GPUd() float GPUTPCGMTrackParam::ShiftZ(const GPUTPCGMMerger* GPUrestrict() merger, int32_t sector, float cltmax, float cltmin, float clx)
{
  if (!merger->Param().par.continuousTracking) {
    return 0.f;
  }
  float deltaZ = 0.f;
  bool beamlineReached = false;
  const float r1 = CAMath::Max(0.0001f, CAMath::Abs(mP[4] * merger->Param().polynomialField.GetNominalBz()));
  if (r1 < 0.01501) { // 100 MeV @ 0.5T ~ 0.66m cutof
    const float dist2 = mX * mX + mP[0] * mP[0];
    const float dist1r2 = dist2 * r1 * r1;
    if (dist1r2 < 4) {
      const float alpha = CAMath::ACos(1 - 0.5f * dist1r2); // Angle of a circle, such that |(cosa, sina) - (1,0)| == dist
      const float beta = CAMath::ATan2(mP[0], mX);
      const int32_t comp = mP[2] > CAMath::Sin(beta);
      const float sinab = CAMath::Sin((comp ? 0.5f : -0.5f) * alpha + beta); // Angle of circle through origin and track position, to be compared to Snp
      const float res = CAMath::Abs(sinab - mP[2]);
 
      if (res < 0.2) {
        const float r = 1.f / r1;
        const float dS = alpha * r;
        float z0 = dS * mP[3];
        if (CAMath::Abs(z0) > GPUTPCGeometry::TPCLength()) {
          z0 = z0 > 0 ? GPUTPCGeometry::TPCLength() : -GPUTPCGeometry::TPCLength();
        }
        deltaZ = mP[1] - z0;
        beamlineReached = true;
 
        // printf("X %9.3f Y %9.3f QPt %9.3f R %9.3f --> Alpha %9.3f Snp %9.3f Snab %9.3f Res %9.3f dS %9.3f z0 %9.3f\n", mX, mP[0], mP[4], r, alpha / 3.1415 * 180, mP[2], sinab, res, dS, z0);
      }
    }
  }
 
  if (!beamlineReached) {
    float refZ = ((sector < GPUCA_NSECTORS / 2) ? merger->Param().rec.tpc.defaultZOffsetOverR : -merger->Param().rec.tpc.defaultZOffsetOverR) * clx;
    float basez;
    merger->GetConstantMem()->calibObjects.fastTransformHelper->getCorrMap()->TransformIdealZ(sector, cltmax, basez, mTOffset);
    deltaZ = basez - refZ;
  }
  {
    float deltaT = merger->GetConstantMem()->calibObjects.fastTransformHelper->getCorrMap()->convDeltaZtoDeltaTimeInTimeFrame(sector, deltaZ);
    mTOffset += deltaT;
    const float maxT = cltmin - merger->GetConstantMem()->calibObjects.fastTransformHelper->getCorrMap()->getT0();
    const float minT = cltmax - merger->GetConstantMem()->calibObjects.fastTransformHelper->getCorrMap()->getMaxDriftTime(sector);
    // printf("T Check: Clusters %f %f, min %f max %f vtx %f\n", tz1, tz2, minT, maxT, mTOffset);
    deltaT = 0.f;
    if (mTOffset < minT) {
      deltaT = minT - mTOffset;
    }
    if (mTOffset + deltaT > maxT) {
      deltaT = maxT - mTOffset;
    }
    if (deltaT != 0.f) {
      deltaZ += merger->GetConstantMem()->calibObjects.fastTransformHelper->getCorrMap()->convDeltaTimeToDeltaZinTimeFrame(sector, deltaT);
      // printf("Moving clusters to TPC Range: QPt %f, New mTOffset %f, t1 %f, t2 %f, Shift %f in Z: %f to %f --> %f to %f in T\n", mP[4], mTOffset + deltaT, tz1, tz2, deltaZ, tz2 - mTOffset, tz1 - mTOffset, tz2 - mTOffset - deltaT, tz1 - mTOffset - deltaT);
      mTOffset += deltaT;
    }
    mP[1] -= deltaZ;
  }
  // printf("\n");
  return -deltaZ;
}
 
GPUd() bool GPUTPCGMTrackParam::CheckCov() const
{
  const float* c = mC;
  bool ok = c[0] >= 0 && c[2] >= 0 && c[5] >= 0 && c[9] >= 0 && c[14] >= 0 && (c[1] * c[1] <= c[2] * c[0]) && (c[3] * c[3] <= c[5] * c[0]) && (c[4] * c[4] <= c[5] * c[2]) && (c[6] * c[6] <= c[9] * c[0]) && (c[7] * c[7] <= c[9] * c[2]) && (c[8] * c[8] <= c[9] * c[5]) &&
            (c[10] * c[10] <= c[14] * c[0]) && (c[11] * c[11] <= c[14] * c[2]) && (c[12] * c[12] <= c[14] * c[5]) && (c[13] * c[13] <= c[14] * c[9]);
  return ok;
}
 
GPUd() bool GPUTPCGMTrackParam::CheckNumericalQuality(float overrideCovYY) const
{
  //* Check that the track parameters and covariance matrix are reasonable
  bool ok = CAMath::Finite(mX) && CAMath::Finite(mChi2);
  // CADEBUG(printf("OK %d - %f - ", (int32_t)ok, mX); for (int32_t i = 0; i < 5; i++) { printf("%f ", mP[i]); } printf(" - "); for (int32_t i = 0; i < 15; i++) { printf("%f ", mC[i]); } printf("\n"));
  const float* c = mC;
  for (int32_t i = 0; i < 15; i++) {
    ok = ok && CAMath::Finite(c[i]);
  }
  for (int32_t i = 0; i < 5; i++) {
    ok = ok && CAMath::Finite(mP[i]);
  }
  if ((overrideCovYY > 0 ? overrideCovYY : c[0]) > 4.f * 4.f || c[2] > 4.f * 4.f || c[5] > 2.f * 2.f || c[9] > 2.f * 2.f) {
    ok = 0;
  }
  if (CAMath::Abs(mP[2]) > GPUCA_MAX_SIN_PHI) {
    ok = 0;
  }
  if (!CheckCov()) {
    ok = false;
  }
  return ok;
}
 
GPUdii() void GPUTPCGMTrackParam::RefitTrack(GPUTPCGMMergedTrack& GPUrestrict() track, int32_t iTrk, GPUTPCGMMerger* GPUrestrict() merger, int32_t attempt) // VS: GPUd changed to GPUdii. No change in output and no performance penalty.
{
  if (!track.OK()) {
    return;
  }
 
  // clang-format off
  CADEBUG(if (DEBUG_SINGLE_TRACK != -1 && iTrk != ((DEBUG_SINGLE_TRACK == -2 && getenv("DEBUG_TRACK")) ? atoi(getenv("DEBUG_TRACK")) :  DEBUG_SINGLE_TRACK)) { track.SetNClusters(0); track.SetOK(0); return; } );
  // clang-format on
 
  int32_t nTrackHits = track.NClusters();
  int32_t NTolerated = 0; // Clusters not fit but tollerated for track length cut
  GPUTPCGMTrackParam t = track.Param();
  float Alpha = track.Alpha();
  CADEBUG(int32_t nTrackHitsOld = nTrackHits; float ptOld = t.QPt());
  bool ok = t.Fit(merger, iTrk, merger->Clusters() + track.FirstClusterRef(), nTrackHits, NTolerated, Alpha, attempt, GPUCA_MAX_SIN_PHI, track);
  CADEBUG(printf("Finished Fit Track %d\n", iTrk));
  CADEBUG(printf("OUTPUT hits %d -> %d+%d = %d, QPt %f -> %f, SP %f, OK %d chi2 %f chi2ndf %f\n", nTrackHitsOld, nTrackHits, NTolerated, nTrackHits + NTolerated, ptOld, t.QPt(), t.SinPhi(), (int32_t)ok, t.Chi2(), t.Chi2() / CAMath::Max(1, nTrackHits)));
 
  if (!ok && attempt == 0 && merger->Param().rec.tpc.retryRefit) {
    for (uint32_t i = 0; i < track.NClusters(); i++) {
      merger->Clusters()[track.FirstClusterRef() + i].state &= GPUTPCGMMergedTrackHit::clustererAndSharedFlags;
    }
    CADEBUG(printf("Track rejected, marking for retry\n"));
    if (merger->Param().rec.tpc.retryRefit == 2) {
      nTrackHits = track.NClusters();
      NTolerated = 0; // Clusters not fit but tollerated for track length cut
      t = track.Param();
      Alpha = track.Alpha();
      ok = t.Fit(merger, iTrk, merger->Clusters() + track.FirstClusterRef(), nTrackHits, NTolerated, Alpha, 1, GPUCA_MAX_SIN_PHI, track);
    } else {
      uint32_t nRefit = CAMath::AtomicAdd(&merger->Memory()->nRetryRefit, 1u);
      merger->RetryRefitIds()[nRefit] = iTrk;
      return;
    }
  }
  if (CAMath::Abs(t.QPt()) < 1.e-4f) {
    t.QPt() = 1.e-4f;
  }
 
  CADEBUG(if (t.GetX() > 250) { printf("ERROR, Track %d at impossible X %f, Pt %f, Looper %d\n", iTrk, t.GetX(), CAMath::Abs(1.f / t.QPt()), (int32_t)merger->MergedTracks()[iTrk].Looper()); });
 
  track.SetOK(ok);
  track.SetNClustersFitted(nTrackHits);
  track.Param() = t;
  track.Alpha() = Alpha;
 
  // if (track.OK()) merger->DebugRefitMergedTrack(track);
}
 
GPUd() void GPUTPCGMTrackParam::Rotate(float alpha)
{
  float cA, sA;
  CAMath::SinCos(alpha, sA, cA);
  float x0 = mX;
  float sinPhi0 = mP[2], cosPhi0 = CAMath::Sqrt(1 - mP[2] * mP[2]);
  float cosPhi = cosPhi0 * cA + sinPhi0 * sA;
  float sinPhi = -cosPhi0 * sA + sinPhi0 * cA;
  float j0 = cosPhi0 / cosPhi;
  float j2 = cosPhi / cosPhi0;
  mX = x0 * cA + mP[0] * sA;
  mP[0] = -x0 * sA + mP[0] * cA;
  mP[2] = sinPhi;
  mC[0] *= j0 * j0;
  mC[1] *= j0;
  mC[3] *= j0;
  mC[6] *= j0;
  mC[10] *= j0;
 
  mC[3] *= j2;
  mC[4] *= j2;
  mC[5] *= j2 * j2;
  mC[8] *= j2;
  mC[12] *= j2;
  if (cosPhi < 0) { // change direction ( t0 direction is already changed in t0.UpdateValues(); )
    SinPhi() = -SinPhi();
    DzDs() = -DzDs();
    QPt() = -QPt();
    mC[3] = -mC[3];
    mC[4] = -mC[4];
    mC[6] = -mC[6];
    mC[7] = -mC[7];
    mC[10] = -mC[10];
    mC[11] = -mC[11];
  }
}
 
GPUd() void GPUTPCGMTrackParam::AddCovDiagErrors(const float* GPUrestrict() errors2)
{
  mC[0] += errors2[0];
  mC[2] += errors2[1];
  mC[5] += errors2[2];
  mC[9] += errors2[3];
  mC[14] += errors2[4];
}
 
GPUd() void GPUTPCGMTrackParam::AddCovDiagErrorsWithCorrelations(const float* GPUrestrict() errors2)
{
  const int32_t diagMap[5] = {0, 2, 5, 9, 14};
  const float oldDiag[5] = {mC[0], mC[2], mC[5], mC[9], mC[14]};
  for (int32_t i = 0; i < 5; i++) {
    mC[diagMap[i]] += errors2[i];
    for (int32_t j = 0; j < i; j++) {
      mC[diagMap[i - 1] + j + 1] *= gpu::CAMath::Sqrt(mC[diagMap[i]] * mC[diagMap[j]] / (oldDiag[i] * oldDiag[j]));
    }
  }
}