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authorLei Wang <wlei@fb.com>2024-03-27 11:14:21 -0700
committerGitHub <noreply@github.com>2024-03-27 11:14:21 -0700
commit2598aa67c8fa733455af1b9738f257653ee6322b (patch)
tree7ff49e6b1e91aa06d110f810b1b0e87dd1902f97
parent52431fdb1ab8d29be078edd55250e06381e4b6b0 (diff)
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[CSSPGO] Reject high checksum mismatched profile (#84097)
Error out the build if the checksum mismatch is extremely high, it's better to drop the profile rather than apply the bad profile. Note that the check is on a module level, the user could make big changes to functions in one single module but those changes might not be performance significant to the whole binary, so we want to be conservative, only expect to catch big perf regression. To do this, we select a set of the "hot" functions for the check. We use two parameter(`hot-func-cutoff-for-staleness-error` and `min-functions-for-staleness-error`) to control the function selection to make sure the selected are hot enough and the num of function is not small. Tuned the parameters on our internal services, it works to catch big perf regression due to the high mismatch .
-rw-r--r--llvm/lib/Transforms/IPO/SampleProfile.cpp71
-rw-r--r--llvm/test/Transforms/SampleProfile/pseudo-probe-profile-mismatch-error.ll7
2 files changed, 78 insertions, 0 deletions
diff --git a/llvm/lib/Transforms/IPO/SampleProfile.cpp b/llvm/lib/Transforms/IPO/SampleProfile.cpp
index 9a8040b..2cbef8a 100644
--- a/llvm/lib/Transforms/IPO/SampleProfile.cpp
+++ b/llvm/lib/Transforms/IPO/SampleProfile.cpp
@@ -234,6 +234,21 @@ static cl::opt<unsigned> ProfileICPRelativeHotnessSkip(
cl::desc(
"Skip relative hotness check for ICP up to given number of targets."));
+static cl::opt<unsigned> HotFuncCutoffForStalenessError(
+ "hot-func-cutoff-for-staleness-error", cl::Hidden, cl::init(800000),
+ cl::desc("A function is considered hot for staleness error check if its "
+ "total sample count is above the specified percentile"));
+
+static cl::opt<unsigned> MinfuncsForStalenessError(
+ "min-functions-for-staleness-error", cl::Hidden, cl::init(50),
+ cl::desc("Skip the check if the number of hot functions is smaller than "
+ "the specified number."));
+
+static cl::opt<unsigned> PrecentMismatchForStalenessError(
+ "precent-mismatch-for-staleness-error", cl::Hidden, cl::init(80),
+ cl::desc("Reject the profile if the mismatch percent is higher than the "
+ "given number."));
+
static cl::opt<bool> CallsitePrioritizedInline(
"sample-profile-prioritized-inline", cl::Hidden,
@@ -630,6 +645,8 @@ protected:
std::vector<Function *> buildFunctionOrder(Module &M, LazyCallGraph &CG);
std::unique_ptr<ProfiledCallGraph> buildProfiledCallGraph(Module &M);
void generateMDProfMetadata(Function &F);
+ bool rejectHighStalenessProfile(Module &M, ProfileSummaryInfo *PSI,
+ const SampleProfileMap &Profiles);
/// Map from function name to Function *. Used to find the function from
/// the function name. If the function name contains suffix, additional
@@ -2187,6 +2204,55 @@ bool SampleProfileLoader::doInitialization(Module &M,
return true;
}
+// Note that this is a module-level check. Even if one module is errored out,
+// the entire build will be errored out. However, the user could make big
+// changes to functions in single module but those changes might not be
+// performance significant to the whole binary. Therefore, to avoid those false
+// positives, we select a reasonable big set of hot functions that are supposed
+// to be globally performance significant, only compute and check the mismatch
+// within those functions. The function selection is based on two criteria:
+// 1) The function is hot enough, which is tuned by a hotness-based
+// flag(HotFuncCutoffForStalenessError). 2) The num of function is large enough
+// which is tuned by the MinfuncsForStalenessError flag.
+bool SampleProfileLoader::rejectHighStalenessProfile(
+ Module &M, ProfileSummaryInfo *PSI, const SampleProfileMap &Profiles) {
+ assert(FunctionSamples::ProfileIsProbeBased &&
+ "Only support for probe-based profile");
+ uint64_t TotalHotFunc = 0;
+ uint64_t NumMismatchedFunc = 0;
+ for (const auto &I : Profiles) {
+ const auto &FS = I.second;
+ const auto *FuncDesc = ProbeManager->getDesc(FS.getGUID());
+ if (!FuncDesc)
+ continue;
+
+ // Use a hotness-based threshold to control the function selection.
+ if (!PSI->isHotCountNthPercentile(HotFuncCutoffForStalenessError,
+ FS.getTotalSamples()))
+ continue;
+
+ TotalHotFunc++;
+ if (ProbeManager->profileIsHashMismatched(*FuncDesc, FS))
+ NumMismatchedFunc++;
+ }
+ // Make sure that the num of selected function is not too small to distinguish
+ // from the user's benign changes.
+ if (TotalHotFunc < MinfuncsForStalenessError)
+ return false;
+
+ // Finally check the mismatch percentage against the threshold.
+ if (NumMismatchedFunc * 100 >=
+ TotalHotFunc * PrecentMismatchForStalenessError) {
+ auto &Ctx = M.getContext();
+ const char *Msg =
+ "The input profile significantly mismatches current source code. "
+ "Please recollect profile to avoid performance regression.";
+ Ctx.diagnose(DiagnosticInfoSampleProfile(M.getModuleIdentifier(), Msg));
+ return true;
+ }
+ return false;
+}
+
void SampleProfileMatcher::findIRAnchors(
const Function &F, std::map<LineLocation, StringRef> &IRAnchors) {
// For inlined code, recover the original callsite and callee by finding the
@@ -2718,6 +2784,11 @@ bool SampleProfileLoader::runOnModule(Module &M, ModuleAnalysisManager *AM,
ProfileSummary::PSK_Sample);
PSI->refresh();
}
+
+ if (FunctionSamples::ProfileIsProbeBased &&
+ rejectHighStalenessProfile(M, PSI, Reader->getProfiles()))
+ return false;
+
// Compute the total number of samples collected in this profile.
for (const auto &I : Reader->getProfiles())
TotalCollectedSamples += I.second.getTotalSamples();
diff --git a/llvm/test/Transforms/SampleProfile/pseudo-probe-profile-mismatch-error.ll b/llvm/test/Transforms/SampleProfile/pseudo-probe-profile-mismatch-error.ll
new file mode 100644
index 0000000..2bb8f67
--- /dev/null
+++ b/llvm/test/Transforms/SampleProfile/pseudo-probe-profile-mismatch-error.ll
@@ -0,0 +1,7 @@
+; REQUIRES: x86_64-linux
+; RUN: not opt < %S/pseudo-probe-profile-mismatch.ll -passes=sample-profile -sample-profile-file=%S/Inputs/pseudo-probe-profile-mismatch.prof -min-functions-for-staleness-error=1 -precent-mismatch-for-staleness-error=1 -S 2>&1 | FileCheck %s
+; RUN: opt < %S/pseudo-probe-profile-mismatch.ll -passes=sample-profile -sample-profile-file=%S/Inputs/pseudo-probe-profile-mismatch.prof -min-functions-for-staleness-error=3 -precent-mismatch-for-staleness-error=70 -S 2>&1
+; RUN: opt < %S/pseudo-probe-profile-mismatch.ll -passes=sample-profile -sample-profile-file=%S/Inputs/pseudo-probe-profile-mismatch.prof -min-functions-for-staleness-error=4 -precent-mismatch-for-staleness-error=1 -S 2>&1
+
+
+; CHECK: error: {{.*}}: The input profile significantly mismatches current source code. Please recollect profile to avoid performance regression.