diff --git a/llvm/include/llvm/CodeGen/GlobalISel/IRTranslator.h b/llvm/include/llvm/CodeGen/GlobalISel/IRTranslator.h
--- a/llvm/include/llvm/CodeGen/GlobalISel/IRTranslator.h
+++ b/llvm/include/llvm/CodeGen/GlobalISel/IRTranslator.h
@@ -260,6 +260,19 @@
   /// \pre \p U is a call instruction.
   bool translateCall(const User &U, MachineIRBuilder &MIRBuilder);
 
+  /// When an invoke or a cleanupret unwinds to the next EH pad, there are
+  /// many places it could ultimately go. In the IR, we have a single unwind
+  /// destination, but in the machine CFG, we enumerate all the possible blocks.
+  /// This function skips over imaginary basic blocks that hold catchswitch
+  /// instructions, and finds all the "real" machine
+  /// basic block destinations. As those destinations may not be successors of
+  /// EHPadBB, here we also calculate the edge probability to those
+  /// destinations. The passed-in Prob is the edge probability to EHPadBB.
+  bool findUnwindDestinations(
+      const BasicBlock *EHPadBB, BranchProbability Prob,
+      SmallVectorImpl<std::pair<MachineBasicBlock *, BranchProbability>>
+          &UnwindDests);
+
   bool translateInvoke(const User &U, MachineIRBuilder &MIRBuilder);
 
   bool translateCallBr(const User &U, MachineIRBuilder &MIRBuilder);
@@ -659,8 +672,9 @@
   BranchProbability getEdgeProbability(const MachineBasicBlock *Src,
                                        const MachineBasicBlock *Dst) const;
 
-  void addSuccessorWithProb(MachineBasicBlock *Src, MachineBasicBlock *Dst,
-                            BranchProbability Prob);
+  void addSuccessorWithProb(
+      MachineBasicBlock *Src, MachineBasicBlock *Dst,
+      BranchProbability Prob = BranchProbability::getUnknown());
 
 public:
   IRTranslator(CodeGenOpt::Level OptLevel = CodeGenOpt::None);
diff --git a/llvm/lib/CodeGen/GlobalISel/IRTranslator.cpp b/llvm/lib/CodeGen/GlobalISel/IRTranslator.cpp
--- a/llvm/lib/CodeGen/GlobalISel/IRTranslator.cpp
+++ b/llvm/lib/CodeGen/GlobalISel/IRTranslator.cpp
@@ -2347,6 +2347,62 @@
   return true;
 }
 
+bool IRTranslator::findUnwindDestinations(
+    const BasicBlock *EHPadBB,
+    BranchProbability Prob,
+    SmallVectorImpl<std::pair<MachineBasicBlock *, BranchProbability>>
+        &UnwindDests) {
+  EHPersonality Personality = classifyEHPersonality(
+      EHPadBB->getParent()->getFunction().getPersonalityFn());
+  bool IsMSVCCXX = Personality == EHPersonality::MSVC_CXX;
+  bool IsCoreCLR = Personality == EHPersonality::CoreCLR;
+  bool IsWasmCXX = Personality == EHPersonality::Wasm_CXX;
+  bool IsSEH = isAsynchronousEHPersonality(Personality);
+
+  if (IsWasmCXX) {
+    // Ignore this for now.
+    return false;
+  }
+
+  while (EHPadBB) {
+    const Instruction *Pad = EHPadBB->getFirstNonPHI();
+    BasicBlock *NewEHPadBB = nullptr;
+    if (isa<LandingPadInst>(Pad)) {
+      // Stop on landingpads. They are not funclets.
+      UnwindDests.emplace_back(&getMBB(*EHPadBB), Prob);
+      break;
+    }
+    if (isa<CleanupPadInst>(Pad)) {
+      // Stop on cleanup pads. Cleanups are always funclet entries for all known
+      // personalities.
+      UnwindDests.emplace_back(&getMBB(*EHPadBB), Prob);
+      UnwindDests.back().first->setIsEHScopeEntry();
+      UnwindDests.back().first->setIsEHFuncletEntry();
+      break;
+    }
+    if (auto *CatchSwitch = dyn_cast<CatchSwitchInst>(Pad)) {
+      // Add the catchpad handlers to the possible destinations.
+      for (const BasicBlock *CatchPadBB : CatchSwitch->handlers()) {
+        UnwindDests.emplace_back(&getMBB(*CatchPadBB), Prob);
+        // For MSVC++ and the CLR, catchblocks are funclets and need prologues.
+        if (IsMSVCCXX || IsCoreCLR)
+          UnwindDests.back().first->setIsEHFuncletEntry();
+        if (!IsSEH)
+          UnwindDests.back().first->setIsEHScopeEntry();
+      }
+      NewEHPadBB = CatchSwitch->getUnwindDest();
+    } else {
+      continue;
+    }
+
+    BranchProbabilityInfo *BPI = FuncInfo.BPI;
+    if (BPI && NewEHPadBB)
+      Prob *= BPI->getEdgeProbability(EHPadBB, NewEHPadBB);
+    EHPadBB = NewEHPadBB;
+  }
+  return true;
+}
+
 bool IRTranslator::translateInvoke(const User &U,
                                    MachineIRBuilder &MIRBuilder) {
   const InvokeInst &I = cast<InvokeInst>(U);
@@ -2386,14 +2442,28 @@
   MCSymbol *EndSymbol = Context.createTempSymbol();
   MIRBuilder.buildInstr(TargetOpcode::EH_LABEL).addSym(EndSymbol);
 
-  // FIXME: track probabilities.
+  SmallVector<std::pair<MachineBasicBlock *, BranchProbability>, 1> UnwindDests;
+  BranchProbabilityInfo *BPI = FuncInfo.BPI;
+  MachineBasicBlock *InvokeMBB = &MIRBuilder.getMBB();
+  BranchProbability EHPadBBProb =
+      BPI ? BPI->getEdgeProbability(InvokeMBB->getBasicBlock(), EHPadBB)
+          : BranchProbability::getZero();
+
+  if (!findUnwindDestinations(EHPadBB, EHPadBBProb, UnwindDests))
+    return false;
+
   MachineBasicBlock &EHPadMBB = getMBB(*EHPadBB),
                     &ReturnMBB = getMBB(*ReturnBB);
+  // Update successor info.
+  addSuccessorWithProb(InvokeMBB, &ReturnMBB);
+  for (auto &UnwindDest : UnwindDests) {
+    UnwindDest.first->setIsEHPad();
+    addSuccessorWithProb(InvokeMBB, UnwindDest.first, UnwindDest.second);
+  }
+  InvokeMBB->normalizeSuccProbs();
+
   MF->addInvoke(&EHPadMBB, BeginSymbol, EndSymbol);
-  MIRBuilder.getMBB().addSuccessor(&ReturnMBB);
-  MIRBuilder.getMBB().addSuccessor(&EHPadMBB);
   MIRBuilder.buildBr(ReturnMBB);
-
   return true;
 }
 
diff --git a/llvm/test/CodeGen/AArch64/GlobalISel/irtranslator-invoke-probabilities.ll b/llvm/test/CodeGen/AArch64/GlobalISel/irtranslator-invoke-probabilities.ll
new file mode 100644
--- /dev/null
+++ b/llvm/test/CodeGen/AArch64/GlobalISel/irtranslator-invoke-probabilities.ll
@@ -0,0 +1,32 @@
+; RUN: llc -mtriple=aarch64-apple-ios -global-isel -stop-after=irtranslator %s -o - | FileCheck %s
+
+%struct.foo = type { i64, i64, %struct.pluto, %struct.pluto }
+%struct.pluto = type { %struct.wombat }
+%struct.wombat = type { i32*, i32*, %struct.barney }
+%struct.barney = type { %struct.widget }
+%struct.widget = type { i32* }
+
+declare i32 @hoge(...)
+
+define void @pluto() align 2 personality i8* bitcast (i32 (...)* @hoge to i8*) {
+; CHECK-LABEL: @pluto
+; CHECK: bb.1.bb
+; CHECK: successors: %bb.2(0x7ffff800), %bb.3(0x00000800)
+; CHECK: EH_LABEL <mcsymbol >
+; CHECK: G_BR %bb.2
+
+bb:
+  invoke void @spam()
+          to label %bb1 unwind label %bb2
+
+bb1:                                              ; preds = %bb
+  unreachable
+
+bb2:                                              ; preds = %bb
+  %tmp = landingpad { i8*, i32 }
+          cleanup
+  %tmp3 = getelementptr inbounds %struct.foo, %struct.foo* undef, i64 0, i32 3, i32 0, i32 0
+  resume { i8*, i32 } %tmp
+}
+
+declare void @spam()