GPUChainTrackingDebugAndProfiling.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.
 
 
#include "GPUChainTracking.h"
#include "GPUTrackingInputProvider.h"
#include "GPUMemorySizeScalers.h"
#include "GPUConstantMem.h"
#include "GPUTPCClusterFilter.h"
#include <map>
#include <memory>
#include <string>
#include <numeric>
 
#ifdef GPUCA_TRACKLET_CONSTRUCTOR_DO_PROFILE
#include "bitmapfile.h"
#endif
 
#define PROFILE_MAX_SIZE (100 * 1024 * 1024)
 
using namespace o2::gpu;
 
static inline uint32_t RGB(uint8_t r, uint8_t g, uint8_t b) { return (uint32_t)r | ((uint32_t)g << 8) | ((uint32_t)b << 16); }
 
int32_t GPUChainTracking::PrepareProfile()
{
#ifdef GPUCA_TRACKLET_CONSTRUCTOR_DO_PROFILE
  char* tmpMem = (char*)mRec->AllocateDirectMemory(PROFILE_MAX_SIZE, GPUMemoryResource::MEMORY_GPU);
  processorsShadow()->tpcTrackers[0].mStageAtSync = tmpMem;
  runKernel<GPUMemClean16>({{BlockCount(), ThreadCount(), -1}}, tmpMem, PROFILE_MAX_SIZE);
#endif
  return 0;
}
 
int32_t GPUChainTracking::DoProfile()
{
#ifdef GPUCA_TRACKLET_CONSTRUCTOR_DO_PROFILE
  std::unique_ptr<char[]> stageAtSync{new char[PROFILE_MAX_SIZE]};
  mRec->GPUMemCpy(stageAtSync.get(), processorsShadow()->tpcTrackers[0].mStageAtSync, PROFILE_MAX_SIZE, -1, false);
 
  FILE* fp = fopen("profile.txt", "w+");
  FILE* fp2 = fopen("profile.bmp", "w+b");
 
  const int32_t bmpheight = 8192;
  BITMAPFILEHEADER bmpFH;
  BITMAPINFOHEADER bmpIH;
  memset(&bmpFH, 0, sizeof(bmpFH));
  memset(&bmpIH, 0, sizeof(bmpIH));
 
  bmpFH.bfType = 19778; //"BM"
  bmpFH.bfSize = sizeof(bmpFH) + sizeof(bmpIH) + (ConstructorBlockCount() * ConstructorThreadCount() / 32 * 33 - 1) * bmpheight;
  bmpFH.bfOffBits = sizeof(bmpFH) + sizeof(bmpIH);
 
  bmpIH.biSize = sizeof(bmpIH);
  bmpIH.biWidth = ConstructorBlockCount() * ConstructorThreadCount() / 32 * 33 - 1;
  bmpIH.biHeight = bmpheight;
  bmpIH.biPlanes = 1;
  bmpIH.biBitCount = 32;
 
  fwrite(&bmpFH, 1, sizeof(bmpFH), fp2);
  fwrite(&bmpIH, 1, sizeof(bmpIH), fp2);
 
  [[maybe_unused]] int32_t nEmptySync = 0;
  for (uint32_t i = 0; i < bmpheight * ConstructorBlockCount() * ConstructorThreadCount(); i += ConstructorBlockCount() * ConstructorThreadCount()) {
    int32_t fEmpty = 1;
    for (uint32_t j = 0; j < ConstructorBlockCount() * ConstructorThreadCount(); j++) {
      fprintf(fp, "%d\t", stageAtSync[i + j]);
      int32_t color = 0;
      if (stageAtSync[i + j] == 1) {
        color = RGB(255, 0, 0);
      }
      if (stageAtSync[i + j] == 2) {
        color = RGB(0, 255, 0);
      }
      if (stageAtSync[i + j] == 3) {
        color = RGB(0, 0, 255);
      }
      if (stageAtSync[i + j] == 4) {
        color = RGB(255, 255, 0);
      }
      fwrite(&color, 1, sizeof(int32_t), fp2);
      if (j > 0 && j % 32 == 0) {
        color = RGB(255, 255, 255);
        fwrite(&color, 1, 4, fp2);
      }
      if (stageAtSync[i + j]) {
        fEmpty = 0;
      }
    }
    fprintf(fp, "\n");
    if (fEmpty) {
      nEmptySync++;
    } else {
      nEmptySync = 0;
    }
    // if (nEmptySync == GPUCA_SCHED_ROW_STEP + 2) break;
  }
 
  fclose(fp);
  fclose(fp2);
#endif
  return 0;
}
 
namespace
{
struct GPUChainTrackingMemUsage {
  void add(size_t n, size_t bound)
  {
    nMax = std::max(nMax, n);
    maxUse = std::max(n / std::max<double>(bound, 1.), maxUse);
    nSum += n;
    nBoundSum += bound;
    count++;
  }
  size_t nMax;
  size_t nSum = 0;
  size_t nBoundSum = 0;
  double maxUse = 0.;
  uint32_t count = 0;
};
 
void addToMap(std::string name, std::map<std::string, GPUChainTrackingMemUsage>& map, uint64_t n, uint64_t bound)
{
  GPUChainTrackingMemUsage& obj = map.insert({name, {}}).first->second;
  obj.add(n, bound);
}
} // namespace
 
void GPUChainTracking::PrintMemoryStatistics()
{
  std::map<std::string, GPUChainTrackingMemUsage> usageMap;
  for (int32_t i = 0; i < NSECTORS; i++) {
#ifdef GPUCA_TPC_GEOMETRY_O2
    addToMap("TPC Clusterer Sector Peaks", usageMap, processors()->tpcClusterer[i].mPmemory->counters.nPeaks, processors()->tpcClusterer[i].mNMaxPeaks);
    addToMap("TPC Clusterer Sector Clusters", usageMap, processors()->tpcClusterer[i].mPmemory->counters.nClusters, processors()->tpcClusterer[i].mNMaxClusters);
#endif
    addToMap("TPC Sector Start Hits", usageMap, *processors()->tpcTrackers[i].NStartHits(), processors()->tpcTrackers[i].NMaxStartHits());
    addToMap("TPC Sector Tracklets", usageMap, *processors()->tpcTrackers[i].NTracklets(), processors()->tpcTrackers[i].NMaxTracklets());
    addToMap("TPC Sector TrackletHits", usageMap, *processors()->tpcTrackers[i].NRowHits(), processors()->tpcTrackers[i].NMaxRowHits());
    addToMap("TPC Sector Tracks", usageMap, *processors()->tpcTrackers[i].NTracks(), processors()->tpcTrackers[i].NMaxTracks());
    addToMap("TPC Sector TrackHits", usageMap, *processors()->tpcTrackers[i].NTrackHits(), processors()->tpcTrackers[i].NMaxTrackHits());
  }
  addToMap("TPC Clusterer Clusters", usageMap, mRec->MemoryScalers()->nTPCHits, mRec->MemoryScalers()->NTPCClusters(mRec->MemoryScalers()->nTPCdigits));
  addToMap("TPC Tracks", usageMap, processors()->tpcMerger.NMergedTracks(), processors()->tpcMerger.NMaxTracks());
  addToMap("TPC TrackHits", usageMap, processors()->tpcMerger.NMergedTrackClusters(), processors()->tpcMerger.NMaxMergedTrackClusters());
 
  if (mRec->GetProcessingSettings().createO2Output) {
    addToMap("TPC O2 Tracks", usageMap, processors()->tpcMerger.NOutputTracksTPCO2(), processors()->tpcMerger.NOutputTracksTPCO2());
    addToMap("TPC O2 ClusRefs", usageMap, processors()->tpcMerger.NOutputClusRefsTPCO2(), processors()->tpcMerger.NOutputClusRefsTPCO2());
  }
 
#ifdef GPUCA_TPC_GEOMETRY_O2
  addToMap("TPC ComprCache HitsAttached", usageMap, processors()->tpcCompressor.mOutput->nAttachedClusters, processors()->tpcCompressor.mMaxTrackClusters);
  addToMap("TPC ComprCache HitsUnattached", usageMap, processors()->tpcCompressor.mOutput->nUnattachedClusters, processors()->tpcCompressor.mMaxClustersInCache);
  addToMap("TPC ComprCache Tracks", usageMap, processors()->tpcCompressor.mOutput->nTracks, processors()->tpcCompressor.mMaxTracks);
#endif
 
  for (auto& elem : usageMap) {
    printf("Mem Usage %-30s : %'14zu / %'14zu (%3.0f%% / %3.0f%% / count %3u / max %'14zu)\n", elem.first.c_str(), elem.second.nSum, elem.second.nBoundSum, 100. * elem.second.nSum / std::max<size_t>(1, elem.second.nBoundSum), 100. * elem.second.maxUse, elem.second.count, elem.second.nMax);
  }
}
 
void GPUChainTracking::PrintMemoryRelations()
{
  for (int32_t i = 0; i < NSECTORS; i++) {
    GPUInfo("MEMREL StartHits NCl %d NTrkl %d", processors()->tpcTrackers[i].NHitsTotal(), *processors()->tpcTrackers[i].NStartHits());
    GPUInfo("MEMREL Tracklets NCl %d NTrkl %d", processors()->tpcTrackers[i].NHitsTotal(), *processors()->tpcTrackers[i].NTracklets());
    GPUInfo("MEMREL Tracklets NCl %d NTrkl %d", processors()->tpcTrackers[i].NHitsTotal(), *processors()->tpcTrackers[i].NRowHits());
    GPUInfo("MEMREL SectorTracks NCl %d NTrk %d", processors()->tpcTrackers[i].NHitsTotal(), *processors()->tpcTrackers[i].NTracks());
    GPUInfo("MEMREL SectorTrackHits NCl %d NTrkH %d", processors()->tpcTrackers[i].NHitsTotal(), *processors()->tpcTrackers[i].NTrackHits());
  }
  GPUInfo("MEMREL Tracks NCl %d NTrk %d", processors()->tpcMerger.NMaxClusters(), processors()->tpcMerger.NMergedTracks());
  GPUInfo("MEMREL TrackHitss NCl %d NTrkH %d", processors()->tpcMerger.NMaxClusters(), processors()->tpcMerger.NMergedTrackClusters());
}
 
void GPUChainTracking::PrepareKernelDebugOutput()
{
#ifdef GPUCA_KERNEL_DEBUGGER_OUTPUT
  const auto& threadContext = GetThreadContext();
  if (mRec->IsGPU()) {
    SetupGPUProcessor(&processors()->debugOutput, false);
    WriteToConstantMemory(RecoStep::NoRecoStep, (char*)&processors()->debugOutput - (char*)processors(), &processorsShadow()->debugOutput, sizeof(processors()->debugOutput), -1);
    memset(processors()->debugOutput.memory(), 0, processors()->debugOutput.memorySize() * sizeof(processors()->debugOutput.memory()[0]));
  }
  runKernel<GPUMemClean16>({{BlockCount(), ThreadCount(), 0, RecoStep::TPCSectorTracking}}, (mRec->IsGPU() ? processorsShadow() : processors())->debugOutput.memory(), processorsShadow()->debugOutput.memorySize() * sizeof(processors()->debugOutput.memory()[0]));
#endif
}
 
void GPUChainTracking::PrintKernelDebugOutput()
{
#ifdef GPUCA_KERNEL_DEBUGGER_OUTPUT
  const auto& threadContext = GetThreadContext();
  TransferMemoryResourcesToHost(RecoStep::NoRecoStep, &processors()->debugOutput, -1);
  processors()->debugOutput.Print();
#endif
}
 
void GPUChainTracking::PrintOutputStat()
{
  int32_t nTracks = 0, nAttachedClusters = 0, nAttachedClustersFitted = 0, nAdjacentClusters = 0;
  uint32_t nCls = GetProcessingSettings().doublePipeline ? mIOPtrs.clustersNative->nClustersTotal : processors()->tpcMerger.NMaxClusters();
  if (GetProcessingSettings().createO2Output > 1) {
    nTracks = mIOPtrs.nOutputTracksTPCO2;
    nAttachedClusters = mIOPtrs.nMergedTrackHits;
  } else {
    for (uint32_t k = 0; k < mIOPtrs.nMergedTracks; k++) {
      if (mIOPtrs.mergedTracks[k].OK()) {
        if (!mIOPtrs.mergedTracks[k].MergedLooper()) {
          nTracks++;
        }
        nAttachedClusters += mIOPtrs.mergedTracks[k].NClusters();
        nAttachedClustersFitted += mIOPtrs.mergedTracks[k].NClustersFitted();
      }
    }
    for (uint32_t k = 0; k < nCls; k++) {
      int32_t attach = mIOPtrs.mergedTrackHitAttachment[k];
      if (attach & gputpcgmmergertypes::attachFlagMask) {
        nAdjacentClusters++;
      }
    }
  }
 
  char trdText[1024] = "";
  if (GetRecoSteps() & GPUDataTypes::RecoStep::TRDTracking) {
    int32_t nTRDTracks = 0;
    int32_t nTRDTracklets = 0;
    for (uint32_t k = 0; k < mIOPtrs.nTRDTracks; k++) {
      if (mIOPtrs.trdTracksO2) {
        auto& trk = mIOPtrs.trdTracksO2[k];
        nTRDTracklets += trk.getNtracklets();
        nTRDTracks += trk.getNtracklets() != 0;
      } else {
        auto& trk = mIOPtrs.trdTracks[k];
        nTRDTracklets += trk.getNtracklets();
        nTRDTracks += trk.getNtracklets() != 0;
      }
    }
    snprintf(trdText, 1024, " - TRD Tracker reconstructed %d tracks (%d tracklets)", nTRDTracks, nTRDTracklets);
  }
  GPUInfo("Output Tracks: %d (%d / %d / %d / %d clusters (fitted / attached / adjacent / total) - %s format)%s", nTracks, nAttachedClustersFitted, nAttachedClusters, nAdjacentClusters, nCls, GetProcessingSettings().createO2Output > 1 ? "O2" : "GPU", trdText);
}
 
void GPUChainTracking::OutputSanityCheck()
{
  size_t nErrors = 0;
 
  for (uint32_t i = 0; i < mIOPtrs.nOutputTracksTPCO2; i++) {
    const auto& trk = mIOPtrs.outputTracksTPCO2[i];
    const auto& ref = trk.getClusterRef();
    if (ref.getFirstEntry() > mIOPtrs.nOutputClusRefsTPCO2) {
      if (nErrors++ < 1000) {
        GPUError("Invalid getFirst() entry in cluster reference: %u > %u", ref.getFirstEntry(), mIOPtrs.nOutputClusRefsTPCO2);
        continue;
      }
    }
    if (ref.getFirstEntry() + (ref.getEntries() * 3 + 1) / 2 > mIOPtrs.nOutputClusRefsTPCO2) {
      if (nErrors++ < 1000) {
        GPUError("Invalid getEntries() entry in cluster reference: %u > %u", ref.getFirstEntry() + (ref.getEntries() * 3 + 1) / 2, mIOPtrs.nOutputClusRefsTPCO2);
        continue;
      }
    }
    for (int32_t j = 0; j < trk.getNClusters(); j++) {
      uint8_t sector, row;
      uint32_t cl;
      trk.getClusterReference(mIOPtrs.outputClusRefsTPCO2, j, sector, row, cl);
      if (sector >= GPUCA_NSECTORS || row >= GPUCA_ROW_COUNT) {
        if (nErrors++ < 1000) {
          GPUError("Invalid sector / row %d / %d", (int32_t)sector, (int32_t)row);
          continue;
        }
      }
      if (cl >= mIOPtrs.clustersNative->nClusters[sector][row]) {
        if (nErrors++ < 1000) {
          GPUError("Invalid cluster index %d >= %d", cl, mIOPtrs.clustersNative->nClusters[sector][row]);
        }
      }
    }
  }
 
  if (nErrors == 0) {
    GPUInfo("Sanity check passed");
  } else {
    GPUError("Sanity check found %lu errors", nErrors);
  }
}
 
void GPUChainTracking::RunTPCClusterFilter(o2::tpc::ClusterNativeAccess* clusters, std::function<o2::tpc::ClusterNative*(size_t)> allocator, bool applyClusterCuts)
{
  const uint8_t filterType = GetProcessingSettings().tpcApplyClusterFilterOnCPU;
  GPUTPCClusterFilter clusterFilter(*clusters, filterType);
  o2::tpc::ClusterNative* outputBuffer = nullptr;
  for (int32_t iPhase = 0; iPhase < 2; iPhase++) {
    uint32_t countTotal = 0;
    for (uint32_t iSector = 0; iSector < GPUCA_NSECTORS; iSector++) {
      for (uint32_t iRow = 0; iRow < GPUCA_ROW_COUNT; iRow++) {
        uint32_t count = 0;
        for (uint32_t k = 0; k < clusters->nClusters[iSector][iRow]; k++) {
          o2::tpc::ClusterNative cl = clusters->clusters[iSector][iRow][k];
          bool keep = true;
          if (applyClusterCuts) {
            keep = keep && cl.qTot > param().rec.tpc.cfQTotCutoff && cl.qMax > param().rec.tpc.cfQMaxCutoff;
            keep = keep && (!(cl.getFlags() & o2::tpc::ClusterNative::flagSingle) || ((cl.sigmaPadPacked || cl.qMax > param().rec.tpc.cfQMaxCutoffSinglePad) && (cl.sigmaTimePacked || cl.qMax > param().rec.tpc.cfQMaxCutoffSingleTime)));
          }
          if (param().tpcCutTimeBin > 0) {
            keep = keep && cl.getTime() < param().tpcCutTimeBin;
          }
          keep = keep && (!filterType || clusterFilter.filter(iSector, iRow, cl));
          if (iPhase && keep) {
            outputBuffer[countTotal] = cl;
          }
          count += keep;
          countTotal += keep;
        }
        if (iPhase) {
          clusters->nClusters[iSector][iRow] = count;
        }
      }
    }
    if (iPhase) {
      clusters->clustersLinear = outputBuffer;
      clusters->setOffsetPtrs();
    } else {
      outputBuffer = allocator(countTotal);
    }
  }
}
 
void GPUChainTracking::DumpClusters(std::ostream& out, const o2::tpc::ClusterNativeAccess* clusters)
{
  out << "\nTPC Clusters:\n";
  for (uint32_t iSec = 0; iSec < GPUCA_NSECTORS; iSec++) {
    out << "TPCClusters - Sector " << iSec << "\n";
    for (uint32_t i = 0; i < GPUCA_ROW_COUNT; i++) {
      out << "  Row: " << i << ": " << clusters->nClusters[iSec][i] << " clusters:\n";
      for (uint32_t j = 0; j < clusters->nClusters[iSec][i]; j++) {
        const auto& cl = clusters->clusters[iSec][i][j];
        out << "    " << std::hex << cl.timeFlagsPacked << std::dec << " " << cl.padPacked << " " << int32_t{cl.sigmaTimePacked} << " " << int32_t{cl.sigmaPadPacked} << " " << cl.qMax << " " << cl.qTot << "\n";
      }
    }
  }
}
 
void GPUChainTracking::DebugSortCompressedClusters(o2::tpc::CompressedClustersFlat* cls)
{
  o2::tpc::CompressedClusters c = *cls;
  std::vector<uint32_t> sorted(c.nTracks), offsets(c.nTracks);
  std::iota(sorted.begin(), sorted.end(), 0);
  auto sorter = [&c](const auto a, const auto b) {
    return std::tie(c.sliceA[a], c.rowA[a], c.timeA[a], c.padA[a], c.qPtA[a]) <
           std::tie(c.sliceA[b], c.rowA[b], c.timeA[b], c.padA[b], c.qPtA[b]);
  };
  std::sort(sorted.begin(), sorted.end(), sorter);
  uint32_t offset = 0;
  for (uint32_t i = 0; i < c.nTracks; i++) {
    offsets[i] = offset;
    offset += c.nTrackClusters[i];
  }
 
  auto sortArray = [&c, &sorted, &offsets](auto* src, size_t totalSize, auto getOffset, auto getSize) {
    auto buf = std::make_unique<std::remove_reference_t<decltype(src[0])>[]>(totalSize);
    memcpy(buf.get(), src, totalSize * sizeof(*src));
    uint32_t targetOffset = 0;
    for (uint32_t i = 0; i < c.nTracks; i++) {
      const uint32_t j = sorted[i];
      memcpy(src + targetOffset, buf.get() + getOffset(offsets[j], j), getSize(j) * sizeof(*src));
      targetOffset += getSize(j);
    }
  };
  auto sortMultiple = [&sortArray](size_t totalSize, auto getOffset, auto getSize, auto&&... arrays) {
    (..., sortArray(std::forward<decltype(arrays)>(arrays), totalSize, getOffset, getSize));
  };
  auto getFullOffset = [](uint32_t off, uint32_t ind) { return off; };
  auto getReducedOffset = [](uint32_t off, uint32_t ind) { return off - ind; };
  auto getIndex = [](uint32_t off, uint32_t ind) { return ind; };
  auto getN = [&c](uint32_t j) { return c.nTrackClusters[j]; };
  auto getN1 = [&c](uint32_t j) { return c.nTrackClusters[j] - 1; };
  auto get1 = [](uint32_t j) { return 1; };
 
  sortMultiple(c.nAttachedClusters, getFullOffset, getN, c.qTotA, c.qMaxA, c.flagsA, c.sigmaPadA, c.sigmaTimeA);
  sortMultiple(c.nAttachedClustersReduced, getReducedOffset, getN1, c.rowDiffA, c.sliceLegDiffA, c.padResA, c.timeResA);
  sortMultiple(c.nTracks, getIndex, get1, c.qPtA, c.rowA, c.sliceA, c.timeA, c.padA, c.nTrackClusters); // NOTE: This must be last, since nTrackClusters is used for handling the arrays above!
}
 
void GPUChainTracking::DoDebugRawDump()
{
  std::string dirName = mRec->getDebugFolder("tpc_raw");
  if (dirName == "") {
    return;
  }
  GPUTrackingInOutPointers ioPtrs;
  if (mIOPtrs.tpcZS) {
    ioPtrs.tpcZS = mIOPtrs.tpcZS;
  } else if (mIOPtrs.tpcPackedDigits) {
    ioPtrs.tpcPackedDigits = mIOPtrs.tpcPackedDigits;
  } else if (mIOPtrs.clustersNative) {
    ioPtrs.clustersNative = mIOPtrs.clustersNative;
  }
 
  GPUInfo("Doing debug raw dump");
  mRec->DumpSettings((dirName + "/").c_str());
  DumpData((dirName + "/event.0.dump").c_str(), &ioPtrs);
}