xref: /llvm-project/llvm/tools/llvm-exegesis/lib/Analysis.cpp (revision c8eb0547efc568ac688010961a5c19934caad4a2)
1 //===-- Analysis.cpp --------------------------------------------*- C++ -*-===//
2 //
3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
4 // See https://llvm.org/LICENSE.txt for license information.
5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
6 //
7 //===----------------------------------------------------------------------===//
8 
9 #include "Analysis.h"
10 #include "BenchmarkResult.h"
11 #include "llvm/ADT/STLExtras.h"
12 #include "llvm/MC/MCAsmInfo.h"
13 #include "llvm/Support/FormatVariadic.h"
14 #include <limits>
15 #include <unordered_set>
16 #include <vector>
17 
18 namespace llvm {
19 namespace exegesis {
20 
21 static const char kCsvSep = ',';
22 
23 namespace {
24 
25 enum EscapeTag { kEscapeCsv, kEscapeHtml, kEscapeHtmlString };
26 
27 template <EscapeTag Tag> void writeEscaped(raw_ostream &OS, const StringRef S);
28 
29 template <> void writeEscaped<kEscapeCsv>(raw_ostream &OS, const StringRef S) {
30   if (std::find(S.begin(), S.end(), kCsvSep) == S.end()) {
31     OS << S;
32   } else {
33     // Needs escaping.
34     OS << '"';
35     for (const char C : S) {
36       if (C == '"')
37         OS << "\"\"";
38       else
39         OS << C;
40     }
41     OS << '"';
42   }
43 }
44 
45 template <> void writeEscaped<kEscapeHtml>(raw_ostream &OS, const StringRef S) {
46   for (const char C : S) {
47     if (C == '<')
48       OS << "&lt;";
49     else if (C == '>')
50       OS << "&gt;";
51     else if (C == '&')
52       OS << "&amp;";
53     else
54       OS << C;
55   }
56 }
57 
58 template <>
59 void writeEscaped<kEscapeHtmlString>(raw_ostream &OS, const StringRef S) {
60   for (const char C : S) {
61     if (C == '"')
62       OS << "\\\"";
63     else
64       OS << C;
65   }
66 }
67 
68 } // namespace
69 
70 template <EscapeTag Tag>
71 static void
72 writeClusterId(raw_ostream &OS,
73                const InstructionBenchmarkClustering::ClusterId &CID) {
74   if (CID.isNoise())
75     writeEscaped<Tag>(OS, "[noise]");
76   else if (CID.isError())
77     writeEscaped<Tag>(OS, "[error]");
78   else
79     OS << CID.getId();
80 }
81 
82 template <EscapeTag Tag>
83 static void writeMeasurementValue(raw_ostream &OS, const double Value) {
84   // Given Value, if we wanted to serialize it to a string,
85   // how many base-10 digits will we need to store, max?
86   static constexpr auto MaxDigitCount =
87       std::numeric_limits<decltype(Value)>::max_digits10;
88   // Also, we will need a decimal separator.
89   static constexpr auto DecimalSeparatorLen = 1; // '.' e.g.
90   // So how long of a string will the serialization produce, max?
91   static constexpr auto SerializationLen = MaxDigitCount + DecimalSeparatorLen;
92 
93   // WARNING: when changing the format, also adjust the small-size estimate ^.
94   static constexpr StringLiteral SimpleFloatFormat = StringLiteral("{0:F}");
95 
96   writeEscaped<Tag>(
97       OS, formatv(SimpleFloatFormat.data(), Value).sstr<SerializationLen>());
98 }
99 
100 template <typename EscapeTag, EscapeTag Tag>
101 void Analysis::writeSnippet(raw_ostream &OS, ArrayRef<uint8_t> Bytes,
102                             const char *Separator) const {
103   SmallVector<std::string, 3> Lines;
104   // Parse the asm snippet and print it.
105   while (!Bytes.empty()) {
106     MCInst MI;
107     uint64_t MISize = 0;
108     if (!Disasm_->getInstruction(MI, MISize, Bytes, 0, nulls(), nulls())) {
109       writeEscaped<Tag>(OS, join(Lines, Separator));
110       writeEscaped<Tag>(OS, Separator);
111       writeEscaped<Tag>(OS, "[error decoding asm snippet]");
112       return;
113     }
114     SmallString<128> InstPrinterStr; // FIXME: magic number.
115     raw_svector_ostream OSS(InstPrinterStr);
116     InstPrinter_->printInst(&MI, OSS, "", *SubtargetInfo_);
117     Bytes = Bytes.drop_front(MISize);
118     Lines.emplace_back(StringRef(InstPrinterStr).trim());
119   }
120   writeEscaped<Tag>(OS, join(Lines, Separator));
121 }
122 
123 // Prints a row representing an instruction, along with scheduling info and
124 // point coordinates (measurements).
125 void Analysis::printInstructionRowCsv(const size_t PointId,
126                                       raw_ostream &OS) const {
127   const InstructionBenchmark &Point = Clustering_.getPoints()[PointId];
128   writeClusterId<kEscapeCsv>(OS, Clustering_.getClusterIdForPoint(PointId));
129   OS << kCsvSep;
130   writeSnippet<EscapeTag, kEscapeCsv>(OS, Point.AssembledSnippet, "; ");
131   OS << kCsvSep;
132   writeEscaped<kEscapeCsv>(OS, Point.Key.Config);
133   OS << kCsvSep;
134   assert(!Point.Key.Instructions.empty());
135   const MCInst &MCI = Point.keyInstruction();
136   unsigned SchedClassId;
137   std::tie(SchedClassId, std::ignore) = ResolvedSchedClass::resolveSchedClassId(
138       *SubtargetInfo_, *InstrInfo_, MCI);
139 #if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
140   const MCSchedClassDesc *const SCDesc =
141       SubtargetInfo_->getSchedModel().getSchedClassDesc(SchedClassId);
142   writeEscaped<kEscapeCsv>(OS, SCDesc->Name);
143 #else
144   OS << SchedClassId;
145 #endif
146   for (const auto &Measurement : Point.Measurements) {
147     OS << kCsvSep;
148     writeMeasurementValue<kEscapeCsv>(OS, Measurement.PerInstructionValue);
149   }
150   OS << "\n";
151 }
152 
153 Analysis::Analysis(const Target &Target, std::unique_ptr<MCInstrInfo> InstrInfo,
154                    const InstructionBenchmarkClustering &Clustering,
155                    double AnalysisInconsistencyEpsilon,
156                    bool AnalysisDisplayUnstableOpcodes)
157     : Clustering_(Clustering), InstrInfo_(std::move(InstrInfo)),
158       AnalysisInconsistencyEpsilonSquared_(AnalysisInconsistencyEpsilon *
159                                            AnalysisInconsistencyEpsilon),
160       AnalysisDisplayUnstableOpcodes_(AnalysisDisplayUnstableOpcodes) {
161   if (Clustering.getPoints().empty())
162     return;
163 
164   const InstructionBenchmark &FirstPoint = Clustering.getPoints().front();
165   RegInfo_.reset(Target.createMCRegInfo(FirstPoint.LLVMTriple));
166   AsmInfo_.reset(Target.createMCAsmInfo(*RegInfo_, FirstPoint.LLVMTriple));
167   SubtargetInfo_.reset(Target.createMCSubtargetInfo(FirstPoint.LLVMTriple,
168                                                     FirstPoint.CpuName, ""));
169   InstPrinter_.reset(Target.createMCInstPrinter(
170       Triple(FirstPoint.LLVMTriple), 0 /*default variant*/, *AsmInfo_,
171       *InstrInfo_, *RegInfo_));
172 
173   Context_ = std::make_unique<MCContext>(AsmInfo_.get(), RegInfo_.get(),
174                                          &ObjectFileInfo_);
175   Disasm_.reset(Target.createMCDisassembler(*SubtargetInfo_, *Context_));
176   assert(Disasm_ && "cannot create MCDisassembler. missing call to "
177                     "InitializeXXXTargetDisassembler ?");
178 }
179 
180 template <>
181 Error Analysis::run<Analysis::PrintClusters>(raw_ostream &OS) const {
182   if (Clustering_.getPoints().empty())
183     return Error::success();
184 
185   // Write the header.
186   OS << "cluster_id" << kCsvSep << "opcode_name" << kCsvSep << "config"
187      << kCsvSep << "sched_class";
188   for (const auto &Measurement : Clustering_.getPoints().front().Measurements) {
189     OS << kCsvSep;
190     writeEscaped<kEscapeCsv>(OS, Measurement.Key);
191   }
192   OS << "\n";
193 
194   // Write the points.
195   const auto &Clusters = Clustering_.getValidClusters();
196   for (size_t I = 0, E = Clusters.size(); I < E; ++I) {
197     for (const size_t PointId : Clusters[I].PointIndices) {
198       printInstructionRowCsv(PointId, OS);
199     }
200     OS << "\n\n";
201   }
202   return Error::success();
203 }
204 
205 Analysis::ResolvedSchedClassAndPoints::ResolvedSchedClassAndPoints(
206     ResolvedSchedClass &&RSC)
207     : RSC(std::move(RSC)) {}
208 
209 std::vector<Analysis::ResolvedSchedClassAndPoints>
210 Analysis::makePointsPerSchedClass() const {
211   std::vector<ResolvedSchedClassAndPoints> Entries;
212   // Maps SchedClassIds to index in result.
213   std::unordered_map<unsigned, size_t> SchedClassIdToIndex;
214   const auto &Points = Clustering_.getPoints();
215   for (size_t PointId = 0, E = Points.size(); PointId < E; ++PointId) {
216     const InstructionBenchmark &Point = Points[PointId];
217     if (!Point.Error.empty())
218       continue;
219     assert(!Point.Key.Instructions.empty());
220     // FIXME: we should be using the tuple of classes for instructions in the
221     // snippet as key.
222     const MCInst &MCI = Point.keyInstruction();
223     unsigned SchedClassId;
224     bool WasVariant;
225     std::tie(SchedClassId, WasVariant) =
226         ResolvedSchedClass::resolveSchedClassId(*SubtargetInfo_, *InstrInfo_,
227                                                 MCI);
228     const auto IndexIt = SchedClassIdToIndex.find(SchedClassId);
229     if (IndexIt == SchedClassIdToIndex.end()) {
230       // Create a new entry.
231       SchedClassIdToIndex.emplace(SchedClassId, Entries.size());
232       ResolvedSchedClassAndPoints Entry(
233           ResolvedSchedClass(*SubtargetInfo_, SchedClassId, WasVariant));
234       Entry.PointIds.push_back(PointId);
235       Entries.push_back(std::move(Entry));
236     } else {
237       // Append to the existing entry.
238       Entries[IndexIt->second].PointIds.push_back(PointId);
239     }
240   }
241   return Entries;
242 }
243 
244 // Uops repeat the same opcode over again. Just show this opcode and show the
245 // whole snippet only on hover.
246 static void writeUopsSnippetHtml(raw_ostream &OS,
247                                  const std::vector<MCInst> &Instructions,
248                                  const MCInstrInfo &InstrInfo) {
249   if (Instructions.empty())
250     return;
251   writeEscaped<kEscapeHtml>(OS, InstrInfo.getName(Instructions[0].getOpcode()));
252   if (Instructions.size() > 1)
253     OS << " (x" << Instructions.size() << ")";
254 }
255 
256 // Latency tries to find a serial path. Just show the opcode path and show the
257 // whole snippet only on hover.
258 static void writeLatencySnippetHtml(raw_ostream &OS,
259                                     const std::vector<MCInst> &Instructions,
260                                     const MCInstrInfo &InstrInfo) {
261   bool First = true;
262   for (const MCInst &Instr : Instructions) {
263     if (First)
264       First = false;
265     else
266       OS << " &rarr; ";
267     writeEscaped<kEscapeHtml>(OS, InstrInfo.getName(Instr.getOpcode()));
268   }
269 }
270 
271 void Analysis::printPointHtml(const InstructionBenchmark &Point,
272                               llvm::raw_ostream &OS) const {
273   OS << "<li><span class=\"mono\" title=\"";
274   writeSnippet<EscapeTag, kEscapeHtmlString>(OS, Point.AssembledSnippet, "\n");
275   OS << "\">";
276   switch (Point.Mode) {
277   case InstructionBenchmark::Latency:
278     writeLatencySnippetHtml(OS, Point.Key.Instructions, *InstrInfo_);
279     break;
280   case InstructionBenchmark::Uops:
281   case InstructionBenchmark::InverseThroughput:
282     writeUopsSnippetHtml(OS, Point.Key.Instructions, *InstrInfo_);
283     break;
284   default:
285     llvm_unreachable("invalid mode");
286   }
287   OS << "</span> <span class=\"mono\">";
288   writeEscaped<kEscapeHtml>(OS, Point.Key.Config);
289   OS << "</span></li>";
290 }
291 
292 void Analysis::printSchedClassClustersHtml(
293     const std::vector<SchedClassCluster> &Clusters,
294     const ResolvedSchedClass &RSC, raw_ostream &OS) const {
295   const auto &Points = Clustering_.getPoints();
296   OS << "<table class=\"sched-class-clusters\">";
297   OS << "<tr><th>ClusterId</th><th>Opcode/Config</th>";
298   assert(!Clusters.empty());
299   for (const auto &Measurement :
300        Points[Clusters[0].getPointIds()[0]].Measurements) {
301     OS << "<th>";
302     writeEscaped<kEscapeHtml>(OS, Measurement.Key);
303     OS << "</th>";
304   }
305   OS << "</tr>";
306   for (const SchedClassCluster &Cluster : Clusters) {
307     OS << "<tr class=\""
308        << (Cluster.measurementsMatch(*SubtargetInfo_, RSC, Clustering_,
309                                      AnalysisInconsistencyEpsilonSquared_)
310                ? "good-cluster"
311                : "bad-cluster")
312        << "\"><td>";
313     writeClusterId<kEscapeHtml>(OS, Cluster.id());
314     OS << "</td><td><ul>";
315     for (const size_t PointId : Cluster.getPointIds()) {
316       printPointHtml(Points[PointId], OS);
317     }
318     OS << "</ul></td>";
319     for (const auto &Stats : Cluster.getCentroid().getStats()) {
320       OS << "<td class=\"measurement\">";
321       writeMeasurementValue<kEscapeHtml>(OS, Stats.avg());
322       OS << "<br><span class=\"minmax\">[";
323       writeMeasurementValue<kEscapeHtml>(OS, Stats.min());
324       OS << ";";
325       writeMeasurementValue<kEscapeHtml>(OS, Stats.max());
326       OS << "]</span></td>";
327     }
328     OS << "</tr>";
329   }
330   OS << "</table>";
331 }
332 
333 void Analysis::SchedClassCluster::addPoint(
334     size_t PointId, const InstructionBenchmarkClustering &Clustering) {
335   PointIds.push_back(PointId);
336   const auto &Point = Clustering.getPoints()[PointId];
337   if (ClusterId.isUndef())
338     ClusterId = Clustering.getClusterIdForPoint(PointId);
339   assert(ClusterId == Clustering.getClusterIdForPoint(PointId));
340 
341   Centroid.addPoint(Point.Measurements);
342 }
343 
344 bool Analysis::SchedClassCluster::measurementsMatch(
345     const MCSubtargetInfo &STI, const ResolvedSchedClass &RSC,
346     const InstructionBenchmarkClustering &Clustering,
347     const double AnalysisInconsistencyEpsilonSquared_) const {
348   assert(!Clustering.getPoints().empty());
349   const InstructionBenchmark::ModeE Mode = Clustering.getPoints()[0].Mode;
350 
351   if (!Centroid.validate(Mode))
352     return false;
353 
354   const std::vector<BenchmarkMeasure> ClusterCenterPoint =
355       Centroid.getAsPoint();
356 
357   const std::vector<BenchmarkMeasure> SchedClassPoint =
358       RSC.getAsPoint(Mode, STI, Centroid.getStats());
359   if (SchedClassPoint.empty())
360     return false; // In Uops mode validate() may not be enough.
361 
362   assert(ClusterCenterPoint.size() == SchedClassPoint.size() &&
363          "Expected measured/sched data dimensions to match.");
364 
365   return Clustering.isNeighbour(ClusterCenterPoint, SchedClassPoint,
366                                 AnalysisInconsistencyEpsilonSquared_);
367 }
368 
369 void Analysis::printSchedClassDescHtml(const ResolvedSchedClass &RSC,
370                                        raw_ostream &OS) const {
371   OS << "<table class=\"sched-class-desc\">";
372   OS << "<tr><th>Valid</th><th>Variant</th><th>NumMicroOps</th><th>Latency</"
373         "th><th>RThroughput</th><th>WriteProcRes</th><th title=\"This is the "
374         "idealized unit resource (port) pressure assuming ideal "
375         "distribution\">Idealized Resource Pressure</th></tr>";
376   if (RSC.SCDesc->isValid()) {
377     const auto &SM = SubtargetInfo_->getSchedModel();
378     OS << "<tr><td>&#10004;</td>";
379     OS << "<td>" << (RSC.WasVariant ? "&#10004;" : "&#10005;") << "</td>";
380     OS << "<td>" << RSC.SCDesc->NumMicroOps << "</td>";
381     // Latencies.
382     OS << "<td><ul>";
383     for (int I = 0, E = RSC.SCDesc->NumWriteLatencyEntries; I < E; ++I) {
384       const auto *const Entry =
385           SubtargetInfo_->getWriteLatencyEntry(RSC.SCDesc, I);
386       OS << "<li>" << Entry->Cycles;
387       if (RSC.SCDesc->NumWriteLatencyEntries > 1) {
388         // Dismabiguate if more than 1 latency.
389         OS << " (WriteResourceID " << Entry->WriteResourceID << ")";
390       }
391       OS << "</li>";
392     }
393     OS << "</ul></td>";
394     // inverse throughput.
395     OS << "<td>";
396     writeMeasurementValue<kEscapeHtml>(
397         OS,
398         MCSchedModel::getReciprocalThroughput(*SubtargetInfo_, *RSC.SCDesc));
399     OS << "</td>";
400     // WriteProcRes.
401     OS << "<td><ul>";
402     for (const auto &WPR : RSC.NonRedundantWriteProcRes) {
403       OS << "<li><span class=\"mono\">";
404       writeEscaped<kEscapeHtml>(OS,
405                                 SM.getProcResource(WPR.ProcResourceIdx)->Name);
406       OS << "</span>: " << WPR.Cycles << "</li>";
407     }
408     OS << "</ul></td>";
409     // Idealized port pressure.
410     OS << "<td><ul>";
411     for (const auto &Pressure : RSC.IdealizedProcResPressure) {
412       OS << "<li><span class=\"mono\">";
413       writeEscaped<kEscapeHtml>(OS, SubtargetInfo_->getSchedModel()
414                                         .getProcResource(Pressure.first)
415                                         ->Name);
416       OS << "</span>: ";
417       writeMeasurementValue<kEscapeHtml>(OS, Pressure.second);
418       OS << "</li>";
419     }
420     OS << "</ul></td>";
421     OS << "</tr>";
422   } else {
423     OS << "<tr><td>&#10005;</td><td></td><td></td></tr>";
424   }
425   OS << "</table>";
426 }
427 
428 void Analysis::printClusterRawHtml(
429     const InstructionBenchmarkClustering::ClusterId &Id, StringRef display_name,
430     llvm::raw_ostream &OS) const {
431   const auto &Points = Clustering_.getPoints();
432   const auto &Cluster = Clustering_.getCluster(Id);
433   if (Cluster.PointIndices.empty())
434     return;
435 
436   OS << "<div class=\"inconsistency\"><p>" << display_name << " Cluster ("
437      << Cluster.PointIndices.size() << " points)</p>";
438   OS << "<table class=\"sched-class-clusters\">";
439   // Table Header.
440   OS << "<tr><th>ClusterId</th><th>Opcode/Config</th>";
441   for (const auto &Measurement : Points[Cluster.PointIndices[0]].Measurements) {
442     OS << "<th>";
443     writeEscaped<kEscapeHtml>(OS, Measurement.Key);
444     OS << "</th>";
445   }
446   OS << "</tr>";
447 
448   // Point data.
449   for (const auto &PointId : Cluster.PointIndices) {
450     OS << "<tr class=\"bad-cluster\"><td>" << display_name << "</td><td><ul>";
451     printPointHtml(Points[PointId], OS);
452     OS << "</ul></td>";
453     for (const auto &Measurement : Points[PointId].Measurements) {
454       OS << "<td class=\"measurement\">";
455       writeMeasurementValue<kEscapeHtml>(OS, Measurement.PerInstructionValue);
456     }
457     OS << "</tr>";
458   }
459   OS << "</table>";
460 
461   OS << "</div>";
462 
463 } // namespace exegesis
464 
465 static constexpr const char kHtmlHead[] = R"(
466 <head>
467 <title>llvm-exegesis Analysis Results</title>
468 <style>
469 body {
470   font-family: sans-serif
471 }
472 span.sched-class-name {
473   font-weight: bold;
474   font-family: monospace;
475 }
476 span.opcode {
477   font-family: monospace;
478 }
479 span.config {
480   font-family: monospace;
481 }
482 div.inconsistency {
483   margin-top: 50px;
484 }
485 table {
486   margin-left: 50px;
487   border-collapse: collapse;
488 }
489 table, table tr,td,th {
490   border: 1px solid #444;
491 }
492 table ul {
493   padding-left: 0px;
494   margin: 0px;
495   list-style-type: none;
496 }
497 table.sched-class-clusters td {
498   padding-left: 10px;
499   padding-right: 10px;
500   padding-top: 10px;
501   padding-bottom: 10px;
502 }
503 table.sched-class-desc td {
504   padding-left: 10px;
505   padding-right: 10px;
506   padding-top: 2px;
507   padding-bottom: 2px;
508 }
509 span.mono {
510   font-family: monospace;
511 }
512 td.measurement {
513   text-align: center;
514 }
515 tr.good-cluster td.measurement {
516   color: #292
517 }
518 tr.bad-cluster td.measurement {
519   color: #922
520 }
521 tr.good-cluster td.measurement span.minmax {
522   color: #888;
523 }
524 tr.bad-cluster td.measurement span.minmax {
525   color: #888;
526 }
527 </style>
528 </head>
529 )";
530 
531 template <>
532 Error Analysis::run<Analysis::PrintSchedClassInconsistencies>(
533     raw_ostream &OS) const {
534   const auto &FirstPoint = Clustering_.getPoints()[0];
535   // Print the header.
536   OS << "<!DOCTYPE html><html>" << kHtmlHead << "<body>";
537   OS << "<h1><span class=\"mono\">llvm-exegesis</span> Analysis Results</h1>";
538   OS << "<h3>Triple: <span class=\"mono\">";
539   writeEscaped<kEscapeHtml>(OS, FirstPoint.LLVMTriple);
540   OS << "</span></h3><h3>Cpu: <span class=\"mono\">";
541   writeEscaped<kEscapeHtml>(OS, FirstPoint.CpuName);
542   OS << "</span></h3>";
543 
544   for (const auto &RSCAndPoints : makePointsPerSchedClass()) {
545     if (!RSCAndPoints.RSC.SCDesc)
546       continue;
547     // Bucket sched class points into sched class clusters.
548     std::vector<SchedClassCluster> SchedClassClusters;
549     for (const size_t PointId : RSCAndPoints.PointIds) {
550       const auto &ClusterId = Clustering_.getClusterIdForPoint(PointId);
551       if (!ClusterId.isValid())
552         continue; // Ignore noise and errors. FIXME: take noise into account ?
553       if (ClusterId.isUnstable() ^ AnalysisDisplayUnstableOpcodes_)
554         continue; // Either display stable or unstable clusters only.
555       auto SchedClassClusterIt =
556           std::find_if(SchedClassClusters.begin(), SchedClassClusters.end(),
557                        [ClusterId](const SchedClassCluster &C) {
558                          return C.id() == ClusterId;
559                        });
560       if (SchedClassClusterIt == SchedClassClusters.end()) {
561         SchedClassClusters.emplace_back();
562         SchedClassClusterIt = std::prev(SchedClassClusters.end());
563       }
564       SchedClassClusterIt->addPoint(PointId, Clustering_);
565     }
566 
567     // Print any scheduling class that has at least one cluster that does not
568     // match the checked-in data.
569     if (all_of(SchedClassClusters, [this,
570                                     &RSCAndPoints](const SchedClassCluster &C) {
571           return C.measurementsMatch(*SubtargetInfo_, RSCAndPoints.RSC,
572                                      Clustering_,
573                                      AnalysisInconsistencyEpsilonSquared_);
574         }))
575       continue; // Nothing weird.
576 
577     OS << "<div class=\"inconsistency\"><p>Sched Class <span "
578           "class=\"sched-class-name\">";
579 #if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
580     writeEscaped<kEscapeHtml>(OS, RSCAndPoints.RSC.SCDesc->Name);
581 #else
582     OS << RSCAndPoints.RSC.SchedClassId;
583 #endif
584     OS << "</span> contains instructions whose performance characteristics do"
585           " not match that of LLVM:</p>";
586     printSchedClassClustersHtml(SchedClassClusters, RSCAndPoints.RSC, OS);
587     OS << "<p>llvm SchedModel data:</p>";
588     printSchedClassDescHtml(RSCAndPoints.RSC, OS);
589     OS << "</div>";
590   }
591 
592   printClusterRawHtml(InstructionBenchmarkClustering::ClusterId::noise(),
593                       "[noise]", OS);
594 
595   OS << "</body></html>";
596   return Error::success();
597 }
598 
599 } // namespace exegesis
600 } // namespace llvm
601