IntraSearch.cpp

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/** \file     EncSearch.cpp
 *  \brief    encoder intra search class
 */

#include "IntraSearch.h"

#include "EncModeCtrl.h"

#include "CommonLib/CommonDef.h"
#include "CommonLib/Rom.h"
#include "CommonLib/Picture.h"
#include "CommonLib/UnitTools.h"

#include "CommonLib/dtrace_next.h"
#include "CommonLib/dtrace_buffer.h"

#include <math.h>
#include <limits>

 //! \ingroup EncoderLib
 //! \{

IntraSearch::IntraSearch()
  : m_pSplitCS      (nullptr)
  , m_pFullCS       (nullptr)
  , m_pBestCS       (nullptr)
  , m_pcEncCfg      (nullptr)
  , m_pcTrQuant     (nullptr)
  , m_pcRdCost      (nullptr)
  , m_pcReshape     (nullptr)
  , m_CABACEstimator(nullptr)
  , m_CtxCache      (nullptr)
  , m_isInitialized (false)
{
  for( uint32_t ch = 0; ch < MAX_NUM_TBLOCKS; ch++ )
  {
    m_pSharedPredTransformSkip[ch] = nullptr;
  }
}


void IntraSearch::destroy()
{
  CHECK( !m_isInitialized, "Not initialized" );

  if( m_pcEncCfg )
  {
    const uint32_t uiNumLayersToAllocateSplit = 1;
    const uint32_t uiNumLayersToAllocateFull  = 1;
    const int uiNumSaveLayersToAllocate = 2;

    for( uint32_t layer = 0; layer < uiNumSaveLayersToAllocate; layer++ )
    {
      m_pSaveCS[layer]->destroy();
      delete m_pSaveCS[layer];
    }

    uint32_t numWidths  = gp_sizeIdxInfo->numWidths();
    uint32_t numHeights = gp_sizeIdxInfo->numHeights();

    for( uint32_t width = 0; width < numWidths; width++ )
    {
      for( uint32_t height = 0; height < numHeights; height++ )
      {
        if( gp_sizeIdxInfo->isCuSize( gp_sizeIdxInfo->sizeFrom( width ) ) && gp_sizeIdxInfo->isCuSize( gp_sizeIdxInfo->sizeFrom( height ) ) )
        {
          for( uint32_t layer = 0; layer < uiNumLayersToAllocateSplit; layer++ )
          {
            m_pSplitCS[width][height][layer]->destroy();

            delete m_pSplitCS[width][height][layer];
          }

          for( uint32_t layer = 0; layer < uiNumLayersToAllocateFull; layer++ )
          {
            m_pFullCS[width][height][layer]->destroy();

            delete m_pFullCS[width][height][layer];
          }

          delete[] m_pSplitCS[width][height];
          delete[] m_pFullCS [width][height];

          m_pBestCS[width][height]->destroy();
          m_pTempCS[width][height]->destroy();

          delete m_pTempCS[width][height];
          delete m_pBestCS[width][height];
        }
      }

      delete[] m_pSplitCS[width];
      delete[] m_pFullCS [width];

      delete[] m_pTempCS[width];
      delete[] m_pBestCS[width];
    }

    delete[] m_pSplitCS;
    delete[] m_pFullCS;

    delete[] m_pBestCS;
    delete[] m_pTempCS;

    delete[] m_pSaveCS;
  }

  m_pSplitCS = m_pFullCS = nullptr;

  m_pBestCS = m_pTempCS = nullptr;

  m_pSaveCS = nullptr;

  for( uint32_t ch = 0; ch < MAX_NUM_TBLOCKS; ch++ )
  {
    delete[] m_pSharedPredTransformSkip[ch];
    m_pSharedPredTransformSkip[ch] = nullptr;
  }

  m_tmpStorageLCU.destroy();
  m_isInitialized = false;
}

IntraSearch::~IntraSearch()
{
  if( m_isInitialized )
  {
    destroy();
  }
}

void IntraSearch::init( EncCfg*        pcEncCfg,
                        TrQuant*       pcTrQuant,
                        RdCost*        pcRdCost,
                        CABACWriter*   CABACEstimator,
                        CtxCache*      ctxCache,
                        const uint32_t     maxCUWidth,
                        const uint32_t     maxCUHeight,
                        const uint32_t     maxTotalCUDepth
                       , EncReshape*   pcReshape
)
{
  CHECK(m_isInitialized, "Already initialized");
  m_pcEncCfg                     = pcEncCfg;
  m_pcTrQuant                    = pcTrQuant;
  m_pcRdCost                     = pcRdCost;
  m_CABACEstimator               = CABACEstimator;
  m_CtxCache                     = ctxCache;
  m_pcReshape                    = pcReshape;

  const ChromaFormat cform = pcEncCfg->getChromaFormatIdc();

  IntraPrediction::init( cform, pcEncCfg->getBitDepth( CHANNEL_TYPE_LUMA ) );
  m_tmpStorageLCU.create(UnitArea(cform, Area(0, 0, MAX_CU_SIZE, MAX_CU_SIZE)));

  for( uint32_t ch = 0; ch < MAX_NUM_TBLOCKS; ch++ )
  {
    m_pSharedPredTransformSkip[ch] = new Pel[MAX_CU_SIZE * MAX_CU_SIZE];
  }

  uint32_t numWidths  = gp_sizeIdxInfo->numWidths();
  uint32_t numHeights = gp_sizeIdxInfo->numHeights();

  const uint32_t uiNumLayersToAllocateSplit = 1;
  const uint32_t uiNumLayersToAllocateFull  = 1;

  m_pBestCS = new CodingStructure**[numWidths];
  m_pTempCS = new CodingStructure**[numWidths];

  m_pFullCS  = new CodingStructure***[numWidths];
  m_pSplitCS = new CodingStructure***[numWidths];

  for( uint32_t width = 0; width < numWidths; width++ )
  {
    m_pBestCS[width] = new CodingStructure*[numHeights];
    m_pTempCS[width] = new CodingStructure*[numHeights];

    m_pFullCS [width] = new CodingStructure**[numHeights];
    m_pSplitCS[width] = new CodingStructure**[numHeights];

    for( uint32_t height = 0; height < numHeights; height++ )
    {
      if(  gp_sizeIdxInfo->isCuSize( gp_sizeIdxInfo->sizeFrom( width ) ) && gp_sizeIdxInfo->isCuSize( gp_sizeIdxInfo->sizeFrom( height ) ) )
      {
        m_pBestCS[width][height] = new CodingStructure( m_unitCache.cuCache, m_unitCache.puCache, m_unitCache.tuCache );
        m_pTempCS[width][height] = new CodingStructure( m_unitCache.cuCache, m_unitCache.puCache, m_unitCache.tuCache );

        m_pBestCS[width][height]->create( m_pcEncCfg->getChromaFormatIdc(), Area( 0, 0, gp_sizeIdxInfo->sizeFrom( width ), gp_sizeIdxInfo->sizeFrom( height ) ), false );
        m_pTempCS[width][height]->create( m_pcEncCfg->getChromaFormatIdc(), Area( 0, 0, gp_sizeIdxInfo->sizeFrom( width ), gp_sizeIdxInfo->sizeFrom( height ) ), false );
        m_pFullCS [width][height] = new CodingStructure*[uiNumLayersToAllocateFull];
        m_pSplitCS[width][height] = new CodingStructure*[uiNumLayersToAllocateSplit];

        for( uint32_t layer = 0; layer < uiNumLayersToAllocateFull; layer++ )
        {
          m_pFullCS [width][height][layer] = new CodingStructure( m_unitCache.cuCache, m_unitCache.puCache, m_unitCache.tuCache );

          m_pFullCS [width][height][layer]->create( m_pcEncCfg->getChromaFormatIdc(), Area( 0, 0, gp_sizeIdxInfo->sizeFrom( width ), gp_sizeIdxInfo->sizeFrom( height ) ), false );
        }

        for( uint32_t layer = 0; layer < uiNumLayersToAllocateSplit; layer++ )
        {
          m_pSplitCS[width][height][layer] = new CodingStructure( m_unitCache.cuCache, m_unitCache.puCache, m_unitCache.tuCache );

          m_pSplitCS[width][height][layer]->create( m_pcEncCfg->getChromaFormatIdc(), Area( 0, 0, gp_sizeIdxInfo->sizeFrom( width ), gp_sizeIdxInfo->sizeFrom( height ) ), false );
        }
      }
      else
      {
        m_pBestCS[width][height] = nullptr;
        m_pTempCS[width][height] = nullptr;

        m_pFullCS [width][height] = nullptr;
        m_pSplitCS[width][height] = nullptr;
      }
    }
  }

  const int uiNumSaveLayersToAllocate = 2;

  m_pSaveCS = new CodingStructure*[uiNumSaveLayersToAllocate];

  for( uint32_t depth = 0; depth < uiNumSaveLayersToAllocate; depth++ )
  {
    m_pSaveCS[depth] = new CodingStructure( m_unitCache.cuCache, m_unitCache.puCache, m_unitCache.tuCache );
    m_pSaveCS[depth]->create( UnitArea( cform, Area( 0, 0, maxCUWidth, maxCUHeight ) ), false );
  }

  m_isInitialized = true;
}


//////////////////////////////////////////////////////////////////////////
// INTRA PREDICTION
//////////////////////////////////////////////////////////////////////////

#if JVET_N0193_LFNST
bool IntraSearch::estIntraPredLumaQT( CodingUnit &cu, Partitioner &partitioner, const double bestCostSoFar, bool mtsCheckRangeFlag, int mtsFirstCheckId, int mtsLastCheckId, bool moreProbMTSIdxFirst )
#else
void IntraSearch::estIntraPredLumaQT( CodingUnit &cu, Partitioner &partitioner, const double bestCostSoFar )
#endif
{
  CodingStructure       &cs            = *cu.cs;
  const SPS             &sps           = *cs.sps;
  const uint32_t             uiWidthBit    = g_aucLog2[partitioner.currArea().lwidth() ];
  const uint32_t             uiHeightBit   =                   g_aucLog2[partitioner.currArea().lheight()];

  // Lambda calculation at equivalent Qp of 4 is recommended because at that Qp, the quantization divisor is 1.
  const double sqrtLambdaForFirstPass = m_pcRdCost->getMotionLambda(cu.transQuantBypass) / double(1 << SCALE_BITS);


  //===== loop over partitions =====

  const TempCtx ctxStart          ( m_CtxCache, m_CABACEstimator->getCtx() );
#if JVET_N0217_MATRIX_INTRAPRED
  const TempCtx ctxStartMipFlag    ( m_CtxCache, SubCtx( Ctx::MipFlag,          m_CABACEstimator->getCtx() ) );
  const TempCtx ctxStartMipMode    ( m_CtxCache, SubCtx( Ctx::MipMode,          m_CABACEstimator->getCtx() ) );
  const TempCtx ctxStartIspMode    ( m_CtxCache, SubCtx( Ctx::ISPMode,          m_CABACEstimator->getCtx() ) );
#if JVET_N0185_UNIFIED_MPM
  const TempCtx ctxStartPlanarFlag ( m_CtxCache, SubCtx( Ctx::IntraLumaPlanarFlag, m_CABACEstimator->getCtx() ) );
#endif
#endif
  const TempCtx ctxStartIntraMode(m_CtxCache, SubCtx(Ctx::IntraLumaMpmFlag, m_CABACEstimator->getCtx()));
#if !JVET_N0302_SIMPLFIED_CIIP
  const TempCtx ctxStartMHIntraMode ( m_CtxCache, SubCtx( Ctx::MHIntraPredMode,        m_CABACEstimator->getCtx() ) );
#endif
  const TempCtx ctxStartMrlIdx      ( m_CtxCache, SubCtx( Ctx::MultiRefLineIdx,        m_CABACEstimator->getCtx() ) );

  CHECK( !cu.firstPU, "CU has no PUs" );
  const bool keepResi   = cs.pps->getPpsRangeExtension().getCrossComponentPredictionEnabledFlag() || KEEP_PRED_AND_RESI_SIGNALS;

#if JVET_N0193_LFNST
  // variables for saving fast intra modes scan results across multiple LFNST passes
  bool LFNSTLoadFlag = sps.getUseLFNST() && cu.lfnstIdx != 0;
  bool LFNSTSaveFlag = sps.getUseLFNST() && cu.lfnstIdx == 0;

  LFNSTSaveFlag &= sps.getUseIntraMTS() ? cu.mtsFlag == 0 : true;

  const uint32_t lfnstIdx = cu.lfnstIdx;
#endif

#if !JVET_N0217_MATRIX_INTRAPRED
  uint32_t extraModes = 0; // add two extra modes, which would be used after uiMode <= DC_IDX is removed for cu.nsstIdx == 3
#endif

#if JVET_N0193_LFNST
  const int width  = partitioner.currArea().lwidth();
  const int height = partitioner.currArea().lheight();

  // Marking MTS usage for faster MTS
  // 0: MTS is either not applicable for current CU (cuWidth > MTS_INTRA_MAX_CU_SIZE or cuHeight > MTS_INTRA_MAX_CU_SIZE), not active in the config file or the fast decision algorithm is not used in this case
  // 1: MTS fast algorithm can be applied for the current CU, and the DCT2 is being checked
  // 2: MTS is being checked for current CU. Stored results of DCT2 can be utilized for speedup
  uint8_t mtsUsageFlag = 0;
  const int maxSizeEMT = MTS_INTRA_MAX_CU_SIZE;
  if( width <= maxSizeEMT && height <= maxSizeEMT && sps.getUseIntraMTS() )
  {
    mtsUsageFlag = ( sps.getUseLFNST() && cu.mtsFlag == 1 ) ? 2 : 1;
  }

  if( width * height < 64 && !m_pcEncCfg->getUseFastLFNST() )
  {
    mtsUsageFlag = 0;
  }
#endif
#if JVET_N0193_LFNST
#if INCLUDE_ISP_CFG_FLAG
  int nOptionsForISP = ( sps.getUseISP() && cu.mtsFlag == 0 && cu.lfnstIdx == 0 ) ? NUM_INTRA_SUBPARTITIONS_MODES : 1;
#else
  int nOptionsForISP = ( cu.mtsFlag == 0 && cu.lfnstIdx == 0 ) ? NUM_INTRA_SUBPARTITIONS_MODES : 1;
#endif
#else
  const int width   = partitioner.currArea().lwidth();
  const int height  = partitioner.currArea().lheight();
#if INCLUDE_ISP_CFG_FLAG
  int nOptionsForISP = sps.getUseISP() ? NUM_INTRA_SUBPARTITIONS_MODES : 1;
#else
  int nOptionsForISP = NUM_INTRA_SUBPARTITIONS_MODES;
#endif
#endif
  double bestCurrentCost = bestCostSoFar;

  int ispOptions[NUM_INTRA_SUBPARTITIONS_MODES] = { 0 };
  if( nOptionsForISP > 1 )
  {
#if MAX_TB_SIZE_SIGNALLING
    auto splitsThatCanBeUsedForISP = CU::canUseISPSplit( width, height, cu.cs->sps->getMaxTbSize() );
#else
    auto splitsThatCanBeUsedForISP = CU::canUseISPSplit( width, height, MAX_TB_SIZEY );
#endif
    if( splitsThatCanBeUsedForISP == CAN_USE_VER_AND_HORL_SPLITS )
    {
      const CodingUnit* cuLeft  = cu.ispMode != NOT_INTRA_SUBPARTITIONS ? cs.getCU( cs.area.blocks[partitioner.chType].pos().offset( -1, 0 ), partitioner.chType ) : nullptr;
      const CodingUnit* cuAbove = cu.ispMode != NOT_INTRA_SUBPARTITIONS ? cs.getCU( cs.area.blocks[partitioner.chType].pos().offset( 0, -1 ), partitioner.chType ) : nullptr;
      bool ispHorIsFirstTest = CU::firstTestISPHorSplit( width, height, COMPONENT_Y, cuLeft, cuAbove );
      if( ispHorIsFirstTest )
      {
        ispOptions[1] = HOR_INTRA_SUBPARTITIONS;
        ispOptions[2] = VER_INTRA_SUBPARTITIONS;
      }
      else
      {
        ispOptions[1] = VER_INTRA_SUBPARTITIONS;
        ispOptions[2] = HOR_INTRA_SUBPARTITIONS;
      }
    }
    else if( splitsThatCanBeUsedForISP == HOR_INTRA_SUBPARTITIONS )
    {
      nOptionsForISP = 2;
      ispOptions[1] = HOR_INTRA_SUBPARTITIONS;
    }
    else if( splitsThatCanBeUsedForISP == VER_INTRA_SUBPARTITIONS )
    {
      nOptionsForISP = 2;
      ispOptions[1] = VER_INTRA_SUBPARTITIONS;
    }
    else
    {
      nOptionsForISP = 1;
    }
  }
  if( nOptionsForISP > 1 )
  {
    //variables for the full RD list without MRL modes
    m_rdModeListWithoutMrl      .clear();
    m_rdModeListWithoutMrlHor   .clear();
    m_rdModeListWithoutMrlVer   .clear();
    //variables with data from regular intra used to skip ISP splits
    m_intraModeDiagRatio        .clear();
    m_intraModeHorVerRatio      .clear();
    m_intraModeTestedNormalIntra.clear();
  }

#if JVET_N0413_RDPCM
#if JVET_N0193_LFNST
  const bool testBDPCM = m_pcEncCfg->getRDPCM() && CU::bdpcmAllowed( cu, ComponentID( partitioner.chType ) ) && cu.mtsFlag == 0 && cu.lfnstIdx == 0;
#else
  const bool testBDPCM = m_pcEncCfg->getRDPCM() && CU::bdpcmAllowed(cu, ComponentID(partitioner.chType));
#endif
#endif
#if JVET_N0217_MATRIX_INTRAPRED
  static_vector<ModeInfo, FAST_UDI_MAX_RDMODE_NUM> uiHadModeList;
#else
  static_vector<uint32_t, FAST_UDI_MAX_RDMODE_NUM> uiHadModeList;
#endif
  static_vector<double, FAST_UDI_MAX_RDMODE_NUM> CandCostList;
  static_vector<double, FAST_UDI_MAX_RDMODE_NUM> CandHadList;

#if !JVET_N0217_MATRIX_INTRAPRED
  static_vector<int, FAST_UDI_MAX_RDMODE_NUM> extendRefList;
  static_vector<int, FAST_UDI_MAX_RDMODE_NUM>* nullList = NULL;
#endif

  auto &pu = *cu.firstPU;
#if JVET_N0193_LFNST
  bool validReturn = false;
#endif
  {
    CandHadList.clear();
    CandCostList.clear();
    uiHadModeList.clear();
#if !JVET_N0217_MATRIX_INTRAPRED
    extendRefList.clear();
#endif

    CHECK(pu.cu != &cu, "PU is not contained in the CU");

    //===== determine set of modes to be tested (using prediction signal only) =====
    int numModesAvailable = NUM_LUMA_MODE; // total number of Intra modes
#if JVET_N0217_MATRIX_INTRAPRED
    const bool fastMip    = sps.getUseMIP() && m_pcEncCfg->getUseFastMIP();
#if JVET_N0193_LFNST
    const bool mipAllowed = sps.getUseMIP() && ( cu.lfnstIdx == 0 ) && isLuma( partitioner.chType ) && pu.lwidth() <= MIP_MAX_WIDTH && pu.lheight() <= MIP_MAX_HEIGHT;
#else
    const bool mipAllowed = sps.getUseMIP() && isLuma( partitioner.chType ) && pu.lwidth() <= MIP_MAX_WIDTH && pu.lheight() <= MIP_MAX_HEIGHT;
#endif
    const bool testMip    = mipAllowed && mipModesAvailable( pu.Y() ) && !(fastMip && (cu.lwidth() > 2 * cu.lheight() || cu.lheight() > 2 * cu.lwidth())); 

    static_vector<ModeInfo, FAST_UDI_MAX_RDMODE_NUM> uiRdModeList;
#else
    static_vector< uint32_t, FAST_UDI_MAX_RDMODE_NUM > uiRdModeList;
#endif

    int numModesForFullRD = 3;
    numModesForFullRD = g_aucIntraModeNumFast_UseMPM_2D[uiWidthBit - MIN_CU_LOG2][uiHeightBit - MIN_CU_LOG2];

#if INTRA_FULL_SEARCH
    numModesForFullRD = numModesAvailable;
#endif

#if JVET_N0193_LFNST
    if( mtsUsageFlag != 2 )
#endif
    {
      // this should always be true
      CHECK( !pu.Y().valid(), "PU is not valid" );
#if ENABLE_JVET_L0283_MRL
      bool isFirstLineOfCtu = (((pu.block(COMPONENT_Y).y)&((pu.cs->sps)->getMaxCUWidth() - 1)) == 0);
      int numOfPassesExtendRef = (isFirstLineOfCtu ? 1 : MRL_NUM_REF_LINES);
#endif
      pu.multiRefIdx = 0;

#if !JVET_N0217_MATRIX_INTRAPRED
      //===== init pattern for luma prediction =====
      initIntraPatternChType( cu, pu.Y(), true);
#endif
      if( numModesForFullRD != numModesAvailable )
      {
        CHECK( numModesForFullRD >= numModesAvailable, "Too many modes for full RD search" );

        const CompArea &area = pu.Y();

        PelBuf piOrg         = cs.getOrgBuf(area);
        PelBuf piPred        = cs.getPredBuf(area);

#if JVET_N0363_INTRA_COST_MOD
        DistParam distParamSad;
        DistParam distParamHad;
#else
        DistParam distParam;

        const bool bUseHadamard = cu.transQuantBypass == 0;
#endif

        if (cu.slice->getReshapeInfo().getUseSliceReshaper() && m_pcReshape->getCTUFlag())
        {
          CompArea      tmpArea(COMPONENT_Y, area.chromaFormat, Position(0, 0), area.size());
          PelBuf tmpOrg = m_tmpStorageLCU.getBuf(tmpArea);
          tmpOrg.copyFrom(piOrg);
          tmpOrg.rspSignal(m_pcReshape->getFwdLUT());
#if JVET_N0363_INTRA_COST_MOD
          m_pcRdCost->setDistParam(distParamSad, tmpOrg, piPred, sps.getBitDepth(CHANNEL_TYPE_LUMA), COMPONENT_Y, false); // Use SAD cost
          m_pcRdCost->setDistParam(distParamHad, tmpOrg, piPred, sps.getBitDepth(CHANNEL_TYPE_LUMA), COMPONENT_Y,  true); // Use HAD (SATD) cost
#else
          m_pcRdCost->setDistParam(distParam, tmpOrg, piPred, sps.getBitDepth(CHANNEL_TYPE_LUMA), COMPONENT_Y, bUseHadamard);
#endif
        }
        else
#if JVET_N0363_INTRA_COST_MOD
        {
          m_pcRdCost->setDistParam(distParamSad, piOrg, piPred, sps.getBitDepth(CHANNEL_TYPE_LUMA), COMPONENT_Y, false); // Use SAD cost
          m_pcRdCost->setDistParam(distParamHad, piOrg, piPred, sps.getBitDepth(CHANNEL_TYPE_LUMA), COMPONENT_Y,  true); // Use HAD (SATD) cost
        }
#else
        m_pcRdCost->setDistParam(distParam, piOrg, piPred, sps.getBitDepth(CHANNEL_TYPE_LUMA), COMPONENT_Y, bUseHadamard);
#endif

#if JVET_N0363_INTRA_COST_MOD
        distParamSad.applyWeight = false;
        distParamHad.applyWeight = false;
#else
        distParam.applyWeight = false;
#endif

#if JVET_N0217_MATRIX_INTRAPRED
        if( testMip)
        {
          numModesForFullRD += fastMip? std::max(2, g_aucLog2[std::min(pu.lwidth(), pu.lheight())] - 1) : numModesForFullRD;
        }
        const int numHadCand = (testMip ? 2 : 1) * 3;

        //*** Derive (regular) candidates using Hadamard
        cu.mipFlag = false;

        //===== init pattern for luma prediction =====
        initIntraPatternChType(cu, pu.Y(), true);
#endif
        bool bSatdChecked[NUM_INTRA_MODE];
        memset( bSatdChecked, 0, sizeof( bSatdChecked ) );

#if JVET_N0193_LFNST
        if( !LFNSTLoadFlag )
#endif
        {
          for( int modeIdx = 0; modeIdx < numModesAvailable; modeIdx++ )
          {
            uint32_t       uiMode = modeIdx;
#if JVET_N0363_INTRA_COST_MOD
            Distortion minSadHad = 0;
#else
            Distortion uiSad  = 0;
#endif

            // Skip checking extended Angular modes in the first round of SATD
            if( uiMode > DC_IDX && ( uiMode & 1 ) )
            {
              continue;
            }

            bSatdChecked[uiMode] = true;

            pu.intraDir[0] = modeIdx;

            initPredIntraParams(pu, pu.Y(), sps);
            if( useDPCMForFirstPassIntraEstimation( pu, uiMode ) )
            {
              encPredIntraDPCM( COMPONENT_Y, piOrg, piPred, uiMode );
            }
            else
            {
              predIntraAng( COMPONENT_Y, piPred, pu);
            }
#if JVET_N0363_INTRA_COST_MOD
            // Use the min between SAD and HAD as the cost criterion
            // SAD is scaled by 2 to align with the scaling of HAD
            minSadHad += std::min(distParamSad.distFunc(distParamSad)*2, distParamHad.distFunc(distParamHad));
#else
            // use Hadamard transform here
            uiSad += distParam.distFunc(distParam);
#endif

            // NB xFracModeBitsIntra will not affect the mode for chroma that may have already been pre-estimated.
#if JVET_N0217_MATRIX_INTRAPRED  
            m_CABACEstimator->getCtx() = SubCtx( Ctx::MipFlag, ctxStartMipFlag );
            m_CABACEstimator->getCtx() = SubCtx( Ctx::ISPMode, ctxStartIspMode );
#if JVET_N0185_UNIFIED_MPM
            m_CABACEstimator->getCtx() = SubCtx(Ctx::IntraLumaPlanarFlag, ctxStartPlanarFlag);
#endif
#endif
            m_CABACEstimator->getCtx() = SubCtx(Ctx::IntraLumaMpmFlag, ctxStartIntraMode);
#if !JVET_N0302_SIMPLFIED_CIIP
            m_CABACEstimator->getCtx() = SubCtx( Ctx::MHIntraPredMode, ctxStartMHIntraMode );
#endif
            m_CABACEstimator->getCtx() = SubCtx( Ctx::MultiRefLineIdx, ctxStartMrlIdx );

            uint64_t fracModeBits = xFracModeBitsIntra(pu, uiMode, CHANNEL_TYPE_LUMA);

#if JVET_N0363_INTRA_COST_MOD
            double cost = ( double ) minSadHad + (double)fracModeBits * sqrtLambdaForFirstPass;

            DTRACE(g_trace_ctx, D_INTRA_COST, "IntraHAD: %u, %llu, %f (%d)\n", minSadHad, fracModeBits, cost, uiMode);
#else
            double cost = ( double ) uiSad + ( double ) fracModeBits * sqrtLambdaForFirstPass;

            DTRACE( g_trace_ctx, D_INTRA_COST, "IntraHAD: %u, %llu, %f (%d)\n", uiSad, fracModeBits, cost, uiMode );
#endif

#if JVET_N0217_MATRIX_INTRAPRED
            updateCandList( ModeInfo(false, 0, NOT_INTRA_SUBPARTITIONS, uiMode), cost,          uiRdModeList,  CandCostList, numModesForFullRD );
#if JVET_N0363_INTRA_COST_MOD
            updateCandList( ModeInfo(false, 0, NOT_INTRA_SUBPARTITIONS, uiMode), (double)minSadHad, uiHadModeList, CandHadList,  numHadCand );
#else
            updateCandList( ModeInfo(false, 0, NOT_INTRA_SUBPARTITIONS, uiMode), (double)uiSad, uiHadModeList, CandHadList,  numHadCand );
#endif
#else
            updateCandList( uiMode, cost,  uiRdModeList, CandCostList
              , extendRefList, 0
              , numModesForFullRD + extraModes );
#if JVET_N0363_INTRA_COST_MOD
            updateCandList(uiMode, (double) minSadHad, uiHadModeList, CandHadList
              , *nullList, -1
              , 3 + extraModes);
#else
            updateCandList(uiMode, (double) uiSad, uiHadModeList, CandHadList
              , *nullList, -1
              , 3 + extraModes);
#endif
#endif
          }
#if JVET_N0193_LFNST
          if( LFNSTSaveFlag )
          {
            // save found best modes
            m_uiSavedNumRdModesLFNST   = numModesForFullRD;
            m_uiSavedRdModeListLFNST   = uiRdModeList;
            m_dSavedModeCostLFNST      = CandCostList;
            // PBINTRA fast
            m_uiSavedHadModeListLFNST  = uiHadModeList;
            m_dSavedHadListLFNST       = CandHadList;
#if !JVET_N0217_MATRIX_INTRAPRED
            m_iSavedExtendRefListLFNST = extendRefList;
#endif
            LFNSTSaveFlag              = false;
          }
#endif
        } // NSSTFlag
#if JVET_N0193_LFNST
        else
        {
          // restore saved modes
          numModesForFullRD = m_uiSavedNumRdModesLFNST;
          uiRdModeList      = m_uiSavedRdModeListLFNST;
          CandCostList      = m_dSavedModeCostLFNST;
          // PBINTRA fast
          uiHadModeList     = m_uiSavedHadModeListLFNST;
          CandHadList       = m_dSavedHadListLFNST;
#if !JVET_N0217_MATRIX_INTRAPRED
          extendRefList     = m_iSavedExtendRefListLFNST;
#endif

          LFNSTLoadFlag     = false;
        } // !LFNSTFlag
#endif

#if JVET_N0217_MATRIX_INTRAPRED
        CHECK( uiRdModeList.size() != numModesForFullRD, "Error: RD mode list size" );
        static_vector<ModeInfo, FAST_UDI_MAX_RDMODE_NUM> parentCandList = uiRdModeList;
#else
        // forget the extra modes
        uiRdModeList.resize( numModesForFullRD );
        CandCostList.resize(numModesForFullRD);
        extendRefList.resize(numModesForFullRD);
        static_vector<unsigned, FAST_UDI_MAX_RDMODE_NUM> parentCandList(FAST_UDI_MAX_RDMODE_NUM);
        std::copy_n(uiRdModeList.begin(), numModesForFullRD, parentCandList.begin());
#endif

        // Second round of SATD for extended Angular modes
        for (int modeIdx = 0; modeIdx < numModesForFullRD; modeIdx++)
        {
#if JVET_N0217_MATRIX_INTRAPRED
          unsigned parentMode = parentCandList[modeIdx].modeId;
#else
          unsigned parentMode = parentCandList[modeIdx];
#endif
          if (parentMode > (DC_IDX + 1) && parentMode < (NUM_LUMA_MODE - 1))
          {
            for (int subModeIdx = -1; subModeIdx <= 1; subModeIdx += 2)
            {
              unsigned mode = parentMode + subModeIdx;


              if (!bSatdChecked[mode])
              {
                pu.intraDir[0] = mode;

                initPredIntraParams(pu, pu.Y(), sps);
                if (useDPCMForFirstPassIntraEstimation(pu, mode))
                {
                  encPredIntraDPCM(COMPONENT_Y, piOrg, piPred, mode);
                }
                else
                {
                  predIntraAng(COMPONENT_Y, piPred, pu );
                }
                
#if JVET_N0363_INTRA_COST_MOD
                // Use the min between SAD and SATD as the cost criterion
                // SAD is scaled by 2 to align with the scaling of HAD
                Distortion minSadHad = std::min(distParamSad.distFunc(distParamSad)*2, distParamHad.distFunc(distParamHad));
#else
                // use Hadamard transform here
                Distortion sad = distParam.distFunc(distParam);
#endif

                // NB xFracModeBitsIntra will not affect the mode for chroma that may have already been pre-estimated.
#if JVET_N0217_MATRIX_INTRAPRED  
                m_CABACEstimator->getCtx() = SubCtx( Ctx::MipFlag, ctxStartMipFlag );
                m_CABACEstimator->getCtx() = SubCtx( Ctx::ISPMode, ctxStartIspMode );
#if JVET_N0185_UNIFIED_MPM
                m_CABACEstimator->getCtx() = SubCtx(Ctx::IntraLumaPlanarFlag, ctxStartPlanarFlag);
#endif
#endif
                m_CABACEstimator->getCtx() = SubCtx(Ctx::IntraLumaMpmFlag, ctxStartIntraMode);
#if !JVET_N0302_SIMPLFIED_CIIP
                m_CABACEstimator->getCtx() = SubCtx( Ctx::MHIntraPredMode, ctxStartMHIntraMode );
#endif
                m_CABACEstimator->getCtx() = SubCtx( Ctx::MultiRefLineIdx, ctxStartMrlIdx );

                uint64_t fracModeBits = xFracModeBitsIntra(pu, mode, CHANNEL_TYPE_LUMA);

#if JVET_N0363_INTRA_COST_MOD
                double cost = (double) minSadHad + (double) fracModeBits * sqrtLambdaForFirstPass;
#else
                double cost = (double) sad + (double) fracModeBits * sqrtLambdaForFirstPass;
#endif

#if JVET_N0217_MATRIX_INTRAPRED
                updateCandList( ModeInfo( false, 0, NOT_INTRA_SUBPARTITIONS, mode ), cost,        uiRdModeList,  CandCostList, numModesForFullRD );
#if JVET_N0363_INTRA_COST_MOD
                updateCandList( ModeInfo( false, 0, NOT_INTRA_SUBPARTITIONS, mode ), (double)minSadHad, uiHadModeList, CandHadList,  numHadCand );
#else
                updateCandList( ModeInfo( false, 0, NOT_INTRA_SUBPARTITIONS, mode ), (double)sad, uiHadModeList, CandHadList,  numHadCand );
#endif
#else
                updateCandList(mode, cost, uiRdModeList, CandCostList
                  , extendRefList, 0
                  , numModesForFullRD);
#if JVET_N0363_INTRA_COST_MOD

                updateCandList(mode, (double)minSadHad, uiHadModeList, CandHadList
                  , *nullList, -1
                  , 3);
#else
                updateCandList(mode, (double)sad, uiHadModeList, CandHadList
                  , *nullList, -1
                  , 3);
#endif
#endif

                bSatdChecked[mode] = true;
              }
            }
          }
        }
        if( nOptionsForISP > 1 )
        {
          //we save the list with no mrl modes to keep only the Hadamard selected modes (no mpms)
#if JVET_N0217_MATRIX_INTRAPRED
          m_rdModeListWithoutMrl = uiRdModeList;
#else
          m_rdModeListWithoutMrl.resize( numModesForFullRD );
          std::copy_n( uiRdModeList.begin(), numModesForFullRD, m_rdModeListWithoutMrl.begin() );
#endif
        }
#if ENABLE_JVET_L0283_MRL
        pu.multiRefIdx = 1;
        const int  numMPMs = NUM_MOST_PROBABLE_MODES;
        unsigned  multiRefMPM [numMPMs];
        PU::getIntraMPMs(pu, multiRefMPM);
        for (int mRefNum = 1; mRefNum < numOfPassesExtendRef; mRefNum++)
        {
          int multiRefIdx = MULTI_REF_LINE_IDX[mRefNum];

          pu.multiRefIdx = multiRefIdx;
          {
            initIntraPatternChType(cu, pu.Y(), true);
          }
#if JVET_N0185_UNIFIED_MPM
          for (int x = 1; x < numMPMs; x++)
#else
          for (int x = 0; x < numMPMs; x++)
#endif
          {
            uint32_t mode = multiRefMPM[x];
            {
              pu.intraDir[0] = mode;
              initPredIntraParams(pu, pu.Y(), sps);

              if (useDPCMForFirstPassIntraEstimation(pu, mode))
              {
                encPredIntraDPCM(COMPONENT_Y, piOrg, piPred, mode);
              }
              else
              {
                predIntraAng(COMPONENT_Y, piPred, pu);
              }

#if JVET_N0363_INTRA_COST_MOD
              // Use the min between SAD and SATD as the cost criterion
              // SAD is scaled by 2 to align with the scaling of HAD
              Distortion minSadHad = std::min(distParamSad.distFunc(distParamSad)*2, distParamHad.distFunc(distParamHad));
#else
              // use Hadamard transform here
              Distortion sad = distParam.distFunc(distParam);
#endif

              // NB xFracModeBitsIntra will not affect the mode for chroma that may have already been pre-estimated.
#if JVET_N0217_MATRIX_INTRAPRED
              m_CABACEstimator->getCtx() = SubCtx( Ctx::MipFlag, ctxStartMipFlag );
              m_CABACEstimator->getCtx() = SubCtx( Ctx::ISPMode, ctxStartIspMode );
#if JVET_N0185_UNIFIED_MPM
              m_CABACEstimator->getCtx() = SubCtx(Ctx::IntraLumaPlanarFlag, ctxStartPlanarFlag);
#endif
#endif
              m_CABACEstimator->getCtx() = SubCtx(Ctx::IntraLumaMpmFlag, ctxStartIntraMode);
#if !JVET_N0302_SIMPLFIED_CIIP
              m_CABACEstimator->getCtx() = SubCtx( Ctx::MHIntraPredMode, ctxStartMHIntraMode );
#endif
              m_CABACEstimator->getCtx() = SubCtx( Ctx::MultiRefLineIdx, ctxStartMrlIdx );

              uint64_t fracModeBits = xFracModeBitsIntra(pu, mode, CHANNEL_TYPE_LUMA);

#if JVET_N0363_INTRA_COST_MOD
              double cost = (double)minSadHad + (double)fracModeBits * sqrtLambdaForFirstPass;
#else
              double cost = (double)sad + (double)fracModeBits * sqrtLambdaForFirstPass;
#endif
#if JVET_N0217_MATRIX_INTRAPRED
              updateCandList( ModeInfo( false, multiRefIdx, NOT_INTRA_SUBPARTITIONS, mode ), cost,        uiRdModeList,  CandCostList, numModesForFullRD );
#if JVET_N0363_INTRA_COST_MOD
              updateCandList( ModeInfo( false, multiRefIdx, NOT_INTRA_SUBPARTITIONS, mode ), (double)minSadHad, uiHadModeList, CandHadList,  numHadCand );
#else
              updateCandList( ModeInfo( false, multiRefIdx, NOT_INTRA_SUBPARTITIONS, mode ), (double)sad, uiHadModeList, CandHadList,  numHadCand );
#endif
#else
              updateCandList(mode, cost, uiRdModeList, CandCostList, extendRefList, multiRefIdx, numModesForFullRD);
#endif
            }
          }
        }
#endif
#if JVET_N0217_MATRIX_INTRAPRED
        CHECKD( uiRdModeList.size() != numModesForFullRD, "Error: RD mode list size" );

          //*** Derive MIP candidates using Hadamard
          if (testMip)
          {
            cu.mipFlag = true;
            pu.multiRefIdx = 0;

            initIntraMip( pu );

            for (uint32_t uiMode = 0; uiMode < getNumModesMip(pu.Y()); uiMode++)
            {
              pu.intraDir[CHANNEL_TYPE_LUMA] = uiMode;
              predIntraMip(COMPONENT_Y, piPred, pu);

#if JVET_N0363_INTRA_COST_MOD
              // Use the min between SAD and HAD as the cost criterion
              // SAD is scaled by 2 to align with the scaling of HAD
              Distortion minSadHad = std::min(distParamSad.distFunc(distParamSad)*2, distParamHad.distFunc(distParamHad));
#else
              Distortion dist = distParam.distFunc(distParam);
#endif

              m_CABACEstimator->getCtx() = SubCtx( Ctx::MipFlag, ctxStartMipFlag );
              m_CABACEstimator->getCtx() = SubCtx( Ctx::MipMode, ctxStartMipMode );

              uint64_t fracModeBits = xFracModeBitsIntra(pu, uiMode, CHANNEL_TYPE_LUMA);

#if JVET_N0363_INTRA_COST_MOD
              double cost = double(minSadHad) + double(fracModeBits) * sqrtLambdaForFirstPass;
#else
              double cost = double(dist) + double(fracModeBits) * sqrtLambdaForFirstPass;
#endif

              updateCandList(ModeInfo(true, 0, NOT_INTRA_SUBPARTITIONS, uiMode),        cost,  uiRdModeList,  CandCostList, numModesForFullRD);
#if JVET_N0363_INTRA_COST_MOD
              updateCandList(ModeInfo(true, 0, NOT_INTRA_SUBPARTITIONS, uiMode), double(minSadHad), uiHadModeList, CandHadList, numHadCand);
#else
              updateCandList(ModeInfo(true, 0, NOT_INTRA_SUBPARTITIONS, uiMode), double(dist), uiHadModeList, CandHadList,  numHadCand);
#endif
            }

            const double thresholdHadCost = 1.0 + 1.4 / sqrt((double)(pu.lwidth()*pu.lheight()));
            reduceHadCandList(uiRdModeList, CandCostList, numModesForFullRD, thresholdHadCost, 0.0);
          }
#else
        CandCostList.resize(numModesForFullRD);
        extendRefList.resize(numModesForFullRD);
#endif

        if( m_pcEncCfg->getFastUDIUseMPMEnabled() )
        {
          const int numMPMs = NUM_MOST_PROBABLE_MODES;
          unsigned  uiPreds[numMPMs];

          pu.multiRefIdx = 0;

          const int numCand = PU::getIntraMPMs( pu, uiPreds );

          for( int j = 0; j < numCand; j++ )
          {
            bool mostProbableModeIncluded = false;
#if JVET_N0217_MATRIX_INTRAPRED
            ModeInfo mostProbableMode( false, 0, NOT_INTRA_SUBPARTITIONS, uiPreds[j] );
#else
            int  mostProbableMode         = uiPreds[j];
#endif


            for( int i = 0; i < numModesForFullRD; i++ )
            {
#if JVET_N0217_MATRIX_INTRAPRED
              mostProbableModeIncluded |= ( mostProbableMode == uiRdModeList[i] );
#else
              mostProbableModeIncluded |= (mostProbableMode == uiRdModeList[i] && extendRefList[i] == 0);
#endif
            }
            if( !mostProbableModeIncluded )
            {
#if !JVET_N0217_MATRIX_INTRAPRED
              extendRefList.push_back(0);
#endif
              numModesForFullRD++;
              uiRdModeList.push_back( mostProbableMode );
#if JVET_N0217_MATRIX_INTRAPRED
              CandCostList.push_back(0);
#endif
            }
          }
          if( nOptionsForISP > 1 )
          {
            //we add the ISP MPMs to the list without mrl modes
            m_rdModeListWithoutMrlHor = m_rdModeListWithoutMrl;
            m_rdModeListWithoutMrlVer = m_rdModeListWithoutMrl;
#if JVET_N0217_MATRIX_INTRAPRED
            for (int k = 0; k < m_rdModeListWithoutMrl.size(); k++)
            {
              m_rdModeListWithoutMrlHor[k].ispMod = HOR_INTRA_SUBPARTITIONS;
              m_rdModeListWithoutMrlVer[k].ispMod = VER_INTRA_SUBPARTITIONS;
            }
            static_vector<ModeInfo, FAST_UDI_MAX_RDMODE_NUM>* listPointer;
#else
            static_vector<uint32_t, FAST_UDI_MAX_RDMODE_NUM>* listPointer;
#endif
            for( int k = 1; k < nOptionsForISP; k++ )
            {
              cu.ispMode = ispOptions[k];
              listPointer = &( cu.ispMode == HOR_INTRA_SUBPARTITIONS ? m_rdModeListWithoutMrlHor : m_rdModeListWithoutMrlVer );
              const int numCandISP = PU::getIntraMPMs( pu, uiPreds );
              for( int j = 0; j < numCandISP; j++ )
              {
                bool mostProbableModeIncluded = false;
#if JVET_N0217_MATRIX_INTRAPRED
                ModeInfo mostProbableMode( false, 0, cu.ispMode, uiPreds[j] );
#else
                int  mostProbableMode = uiPreds[j];
#endif

                for( int i = 0; i < listPointer->size(); i++ )
                {
                  mostProbableModeIncluded |= ( mostProbableMode == listPointer->at( i ) );
                }
                if( !mostProbableModeIncluded )
                {
                  listPointer->push_back( mostProbableMode );
                }
              }
            }
            cu.ispMode = NOT_INTRA_SUBPARTITIONS;
          }
        }
#if JVET_N0217_MATRIX_INTRAPRED
        //*** Add MPMs for MIP to candidate list
        if (!fastMip && testMip && pu.lwidth() < 8 && pu.lheight() < 8)
        {
          unsigned mpm[NUM_MPM_MIP];
          int numCandMip = PU::getMipMPMs(pu, mpm);

          for( int j = 0; j < numCandMip; j++ )
          {
            bool mostProbableModeIncluded = false;
            ModeInfo mostProbableMode(true, 0, NOT_INTRA_SUBPARTITIONS, mpm[j]);
            for( int i = 0; i < numModesForFullRD; i++ )
            {
              mostProbableModeIncluded |= (mostProbableMode == uiRdModeList[i]);
            }
            if( !mostProbableModeIncluded )
            {
              numModesForFullRD++;
              uiRdModeList.push_back( mostProbableMode );
              CandCostList.push_back(0);
            }
          }
        }
#endif
      }
      else
      {
#if JVET_N0217_MATRIX_INTRAPRED
        THROW( "Full search not supported for MIP" );
#else
        for( int i = 0; i < numModesForFullRD; i++ )
        {
          uiRdModeList.push_back( i );
        }
#endif
      }
#if JVET_N0193_LFNST
      if( sps.getUseLFNST() && mtsUsageFlag == 1 )
      {
        // Store the modes to be checked with RD
        m_savedNumRdModes[ lfnstIdx ]     = numModesForFullRD;
        std::copy_n( uiRdModeList.begin(),  numModesForFullRD, m_savedRdModeList[ lfnstIdx ] );
#if !JVET_N0217_MATRIX_INTRAPRED
        std::copy_n( extendRefList.begin(), numModesForFullRD, m_savedExtendRefList[ lfnstIdx ] );
#endif
      }
#endif
    }
#if JVET_N0193_LFNST
    else //mtsUsage = 2 (here we potentially reduce the number of modes that will be full-RD checked)
    {
      if( m_pcEncCfg->getUseFastLFNST() || !cu.slice->isIntra() )
      {
        numModesForFullRD = 0;

        double thresholdSkipMode = 1.0 + ( ( cu.lfnstIdx > 0 ) ? 0.1 : 1.0 ) * ( 1.4 / sqrt( ( double ) ( width*height ) ) );

        // Skip checking the modes with much larger R-D cost than the best mode
        for( int i = 0; i < m_savedNumRdModes[ lfnstIdx ]; i++ )
        {
          if( m_modeCostStore[ lfnstIdx ][ i ] <= thresholdSkipMode * m_bestModeCostStore[ lfnstIdx ] )
          {
            uiRdModeList.push_back( m_savedRdModeList[ lfnstIdx ][ i ] );
#if !JVET_N0217_MATRIX_INTRAPRED
            extendRefList.push_back( m_savedExtendRefList[ lfnstIdx ][ i ] );
#endif
            numModesForFullRD++;
          }
        }
      }
      else //this is necessary because we skip the candidates list calculation, since it was already obtained for the DCT-II. Now we load it
      {
        // Restore the modes to be checked with RD
        numModesForFullRD = m_savedNumRdModes[ lfnstIdx ];
        uiRdModeList.resize( numModesForFullRD );
        std::copy_n( m_savedRdModeList[ lfnstIdx ], m_savedNumRdModes[ lfnstIdx ], uiRdModeList.begin() );
        CandCostList.resize( numModesForFullRD );
#if !JVET_N0217_MATRIX_INTRAPRED
        extendRefList.resize( numModesForFullRD );
        std::copy_n( m_savedExtendRefList[ lfnstIdx ], m_savedNumRdModes[ lfnstIdx ], extendRefList.begin() );
#endif
      }
    }
#endif

    if( nOptionsForISP > 1 ) // we remove the non-MPMs from the ISP lists
    {
#if JVET_N0217_MATRIX_INTRAPRED
      static_vector<ModeInfo, FAST_UDI_MAX_RDMODE_NUM> uiRdModeListCopyHor = m_rdModeListWithoutMrlHor;
      m_rdModeListWithoutMrlHor.clear();
      static_vector<ModeInfo, FAST_UDI_MAX_RDMODE_NUM> uiRdModeListCopyVer = m_rdModeListWithoutMrlVer;
      m_rdModeListWithoutMrlVer.clear();
      static_vector<ModeInfo, FAST_UDI_MAX_RDMODE_NUM> *listPointerCopy, *listPointer;
#else
      static_vector< uint32_t, FAST_UDI_MAX_RDMODE_NUM > uiRdModeListCopyHor = m_rdModeListWithoutMrlHor;
      m_rdModeListWithoutMrlHor.clear();
      static_vector< uint32_t, FAST_UDI_MAX_RDMODE_NUM > uiRdModeListCopyVer = m_rdModeListWithoutMrlVer;
      m_rdModeListWithoutMrlVer.clear();
      static_vector< uint32_t, FAST_UDI_MAX_RDMODE_NUM > *listPointerCopy, *listPointer;
#endif
      for( int ispOptionIdx = 1; ispOptionIdx < nOptionsForISP; ispOptionIdx++ )
      {
        cu.ispMode = ispOptions[ispOptionIdx];
        //we get the mpm cand list
        const int numMPMs = NUM_MOST_PROBABLE_MODES;
        unsigned  uiPreds[numMPMs];

        pu.multiRefIdx = 0;

        PU::getIntraMPMs( pu, uiPreds );

        //we copy only the ISP MPMs
        listPointerCopy = &( cu.ispMode == HOR_INTRA_SUBPARTITIONS ? uiRdModeListCopyHor : uiRdModeListCopyVer );
        listPointer     = &( cu.ispMode == HOR_INTRA_SUBPARTITIONS ? m_rdModeListWithoutMrlHor : m_rdModeListWithoutMrlVer );
        for( int k = 0; k < listPointerCopy->size(); k++ )
        {
          for( int q = 0; q < numMPMs; q++ )
          {
#if JVET_N0217_MATRIX_INTRAPRED
            if (listPointerCopy->at(k) == ModeInfo( false, 0, cu.ispMode, uiPreds[q] ))
#else
            if( listPointerCopy->at( k ) == uiPreds[q] )
#endif
            {
              listPointer->push_back( listPointerCopy->at( k ) );
              break;
            }
          }
        }
      }
      cu.ispMode = NOT_INTRA_SUBPARTITIONS;
    }


    CHECK( numModesForFullRD != uiRdModeList.size(), "Inconsistent state!" );

    // after this point, don't use numModesForFullRD

    // PBINTRA fast
#if JVET_N0193_LFNST
#if JVET_N0329_IBC_SEARCH_IMP
    if( m_pcEncCfg->getUsePbIntraFast() && !cs.slice->isIntra() && uiRdModeList.size() < numModesAvailable && !cs.slice->getDisableSATDForRD() && ( mtsUsageFlag != 2 || lfnstIdx > 0 ) )
#else
    if( m_pcEncCfg->getUsePbIntraFast() && !cs.slice->isIntra() && uiRdModeList.size() < numModesAvailable && ( mtsUsageFlag != 2 || lfnstIdx > 0 ) )
#endif
#else
#if JVET_N0329_IBC_SEARCH_IMP
    if (m_pcEncCfg->getUsePbIntraFast() && !cs.slice->isIntra() && uiRdModeList.size() < numModesAvailable && !cs.slice->getDisableSATDForRD())
#else
    if( m_pcEncCfg->getUsePbIntraFast() && !cs.slice->isIntra() && uiRdModeList.size() < numModesAvailable )
#endif
#endif
    {
#if JVET_N0217_MATRIX_INTRAPRED
      int maxSize = -1;
      for (int k = int(CandHadList.size()) - 1; k >= 0; k--)
      {
        if (CandHadList[k] > cs.interHad * PBINTRA_RATIO) { maxSize = k; }
      }
      if (maxSize > 0)
      {
        uiRdModeList.resize(std::min<size_t>(uiRdModeList.size(), maxSize));
        if (nOptionsForISP > 1)
        {
          m_rdModeListWithoutMrlHor.resize(std::min<size_t>(m_rdModeListWithoutMrlHor.size(), maxSize));
          m_rdModeListWithoutMrlVer.resize(std::min<size_t>(m_rdModeListWithoutMrlVer.size(), maxSize));
        }
      }
      if (maxSize == 0)
      {
        cs.dist = std::numeric_limits<Distortion>::max();
        cs.interHad = 0;

        //===== reset context models =====
        m_CABACEstimator->getCtx() = SubCtx(Ctx::MipFlag, ctxStartMipFlag);
        m_CABACEstimator->getCtx() = SubCtx(Ctx::MipMode, ctxStartMipMode);
        m_CABACEstimator->getCtx() = SubCtx(Ctx::ISPMode, ctxStartIspMode);
#if JVET_N0185_UNIFIED_MPM
        m_CABACEstimator->getCtx() = SubCtx(Ctx::IntraLumaPlanarFlag, ctxStartPlanarFlag);
#endif
        m_CABACEstimator->getCtx() = SubCtx(Ctx::IntraLumaMpmFlag, ctxStartIntraMode);
#if !JVET_N0302_SIMPLFIED_CIIP
        m_CABACEstimator->getCtx() = SubCtx(Ctx::MHIntraPredMode, ctxStartMHIntraMode);
#endif
        m_CABACEstimator->getCtx() = SubCtx(Ctx::MultiRefLineIdx, ctxStartMrlIdx);

#if JVET_N0193_LFNST
        return false;
#else
        return;
#endif
      }
#else
#if JVET_N0193_LFNST
      double pbintraRatio = ( lfnstIdx > 0 ) ? 1.25 : PBINTRA_RATIO;
      if( CandHadList.size() < 3 || CandHadList[ 2 ] > cs.interHad * pbintraRatio )
#else
      if( CandHadList.size() < 3 || CandHadList[2] > cs.interHad * PBINTRA_RATIO )
#endif
      {
        uiRdModeList.resize( std::min<size_t>( uiRdModeList.size(), 2 ) );
#if !JVET_N0217_MATRIX_INTRAPRED
        extendRefList.resize( std::min<size_t>( extendRefList.size(), 2 ) );
#endif
        if( nOptionsForISP > 1 )
        {
          m_rdModeListWithoutMrlHor.resize( std::min<size_t>( m_rdModeListWithoutMrlHor.size(), 2 ) );
          m_rdModeListWithoutMrlVer.resize( std::min<size_t>( m_rdModeListWithoutMrlVer.size(), 2 ) );
        }
      }
#if JVET_N0193_LFNST
      if( CandHadList.size() < 2 || CandHadList[ 1 ] > cs.interHad * pbintraRatio )
#else
      if( CandHadList.size() < 2 || CandHadList[1] > cs.interHad * PBINTRA_RATIO )
#endif
      {
        uiRdModeList.resize( std::min<size_t>( uiRdModeList.size(), 1 ) );
#if !JVET_N0217_MATRIX_INTRAPRED
        extendRefList.resize( std::min<size_t>( extendRefList.size(), 1 ) );
#endif
        if( nOptionsForISP > 1 )
        {
          m_rdModeListWithoutMrlHor.resize( std::min<size_t>( m_rdModeListWithoutMrlHor.size(), 1 ) );
          m_rdModeListWithoutMrlVer.resize( std::min<size_t>( m_rdModeListWithoutMrlVer.size(), 1 ) );
        }
      }
#if JVET_N0193_LFNST
      if( CandHadList.size() < 1 || CandHadList[ 0 ] > cs.interHad * pbintraRatio )
#else
      if( CandHadList.size() < 1 || CandHadList[0] > cs.interHad * PBINTRA_RATIO )
#endif
      {
        cs.dist = std::numeric_limits<Distortion>::max();
        cs.interHad = 0;

        //===== reset context models =====
        m_CABACEstimator->getCtx() = SubCtx( Ctx::IntraLumaMpmFlag, ctxStartIntraMode );
#if !JVET_N0302_SIMPLFIED_CIIP
        m_CABACEstimator->getCtx() = SubCtx( Ctx::MHIntraPredMode, ctxStartMHIntraMode );
#endif
        m_CABACEstimator->getCtx() = SubCtx( Ctx::MultiRefLineIdx, ctxStartMrlIdx );

#if JVET_N0193_LFNST
        return false;
#else
        return;
#endif
      }
#endif
    }

    if ( nOptionsForISP > 1 )
    {
      //we create a single full RD list that includes all intra modes using regular intra, MRL and ISP
      auto* firstIspList  = ispOptions[1] == HOR_INTRA_SUBPARTITIONS ? &m_rdModeListWithoutMrlHor : &m_rdModeListWithoutMrlVer;
      auto* secondIspList = ispOptions[1] == HOR_INTRA_SUBPARTITIONS ? &m_rdModeListWithoutMrlVer : &m_rdModeListWithoutMrlHor;

#if JVET_N0193_LFNST
      if( !sps.getUseLFNST() && m_pcEncCfg->getUseFastISP() )
#else
      if ( m_pcEncCfg->getUseFastISP() )
#endif
      {
#if JVET_N0217_MATRIX_INTRAPRED
        CHECKD( uiRdModeList.size() > CandCostList.size(), "Error: CandCostList size" );
        // find the first non-MRL, non-MIP mode
        int indexFirstMode = int(uiRdModeList.size()) - 1; // default is last mode
        for (int k = 0; k < int(uiRdModeList.size()); k++)
        {
          if (uiRdModeList[k].mRefId == 0 && uiRdModeList[k].mipFlg == false)
          {
            indexFirstMode = k;
            break;
          }
        }
        // move the mode indicated by indexFirstMode to the beginning
        for (int idx = indexFirstMode - 1; idx >= 0; idx--)
        {
          std::swap(uiRdModeList[idx], uiRdModeList[idx + 1]);
          std::swap(CandCostList[idx], CandCostList[idx + 1]);
        }
        //insert all ISP modes after the first non-mrl mode
        uiRdModeList.insert(uiRdModeList.begin() + 1, secondIspList->begin(), secondIspList->end());
        uiRdModeList.insert(uiRdModeList.begin() + 1, firstIspList->begin(), firstIspList->end());
#else
        // find the first non-MRL mode
        size_t indexFirstMode = std::find( extendRefList.begin(), extendRefList.end(), 0 ) - extendRefList.begin();
        // if not found, just take the last mode
        if( indexFirstMode >= extendRefList.size() ) indexFirstMode = extendRefList.size() - 1;
        // move the mode indicated by indexFirstMode to the beginning
        for( int idx = ((int)indexFirstMode) - 1; idx >= 0; idx-- )
        {
          std::swap( extendRefList[idx], extendRefList[idx + 1] );
          std::swap( uiRdModeList [idx], uiRdModeList [idx + 1] );
        }
        //insert all ISP modes after the first non-mrl mode
        uiRdModeList.insert( uiRdModeList.begin() + 1, secondIspList->begin(), secondIspList->end() );
        uiRdModeList.insert( uiRdModeList.begin() + 1, firstIspList->begin() , firstIspList->end()  );

        extendRefList.insert( extendRefList.begin() + 1, secondIspList->size(), MRL_NUM_REF_LINES + ispOptions[2] );
        extendRefList.insert( extendRefList.begin() + 1, firstIspList->size() , MRL_NUM_REF_LINES + ispOptions[1] );
#endif
      }
      else
      {
        //insert all ISP modes at the end of the current list
        uiRdModeList.insert( uiRdModeList.end(), secondIspList->begin(), secondIspList->end() );
        uiRdModeList.insert( uiRdModeList.end(), firstIspList->begin() , firstIspList->end()  );
#if !JVET_N0217_MATRIX_INTRAPRED
        extendRefList.insert( extendRefList.end(), secondIspList->size(), MRL_NUM_REF_LINES + ispOptions[2] );
        extendRefList.insert( extendRefList.end(), firstIspList->size() , MRL_NUM_REF_LINES + ispOptions[1] );
#endif