diff --git a/enzyme/Enzyme/AdjointGenerator.h b/enzyme/Enzyme/AdjointGenerator.h
index 86341a9fada..f25791c5293 100644
--- a/enzyme/Enzyme/AdjointGenerator.h
+++ b/enzyme/Enzyme/AdjointGenerator.h
@@ -4038,10 +4038,14 @@ class AdjointGenerator : public llvm::InstVisitor<AdjointGenerator> {
       case Intrinsic::nvvm_membar_cta:
       case Intrinsic::nvvm_membar_gl:
       case Intrinsic::nvvm_membar_sys: {
-        SmallVector<Value *, 1> args = {};
-        auto cal = cast<CallInst>(
-            Builder2.CreateCall(getIntrinsicDeclaration(M, ID), args));
-        cal->setCallingConv(getIntrinsicDeclaration(M, ID)->getCallingConv());
+        auto &Call = cast<CallBase>(I);
+        SmallVector<Value *, 4> args;
+        args.reserve(Call.arg_size());
+        for (unsigned i = 0; i < Call.arg_size(); ++i)
+          args.push_back(gutils->getNewFromOriginal(Call.getArgOperand(i)));
+        auto *Fn = getIntrinsicDeclaration(M, ID);
+        auto cal = cast<CallInst>(Builder2.CreateCall(Fn, args));
+        cal->setCallingConv(Fn->getCallingConv());
         cal->setDebugLoc(gutils->getNewFromOriginal(I.getDebugLoc()));
         return false;
       }
diff --git a/enzyme/Enzyme/EnzymeLogic.cpp b/enzyme/Enzyme/EnzymeLogic.cpp
index ae7839d6dcd..20220ed8d50 100644
--- a/enzyme/Enzyme/EnzymeLogic.cpp
+++ b/enzyme/Enzyme/EnzymeLogic.cpp
@@ -4605,10 +4605,17 @@ Function *EnzymeLogic::CreatePrimalAndGradient(
       auto BarrierInst = Arch == Triple::amdgcn
                              ? (llvm::Intrinsic::ID)Intrinsic::amdgcn_s_barrier
                              : (llvm::Intrinsic::ID)Intrinsic::nvvm_barrier0;
+#endif
+      SmallVector<Value *, 1> BarrierArgs;
+#if LLVM_VERSION_MAJOR > 20
+      if (Arch != Triple::amdgcn) {
+        BarrierArgs.push_back(ConstantInt::get(
+            Type::getInt32Ty(gutils->newFunc->getContext()), 0));
+      }
 #endif
       instbuilder.CreateCall(
           getIntrinsicDeclaration(gutils->newFunc->getParent(), BarrierInst),
-          {});
+          BarrierArgs);
       OldEntryInsts->moveAfter(entry);
       sharedBlock->moveAfter(entry);
       IRBuilder<> sbuilder(sharedBlock);
diff --git a/enzyme/test/Enzyme/ReverseMode/cuda-barrier-sync.ll b/enzyme/test/Enzyme/ReverseMode/cuda-barrier-sync.ll
new file mode 100644
index 00000000000..ae41a14daf7
--- /dev/null
+++ b/enzyme/test/Enzyme/ReverseMode/cuda-barrier-sync.ll
@@ -0,0 +1,106 @@
+; RUN: split-file %s %t
+; RUN: if [ %llvmver -le 20 ]; then %opt < %t/llvm20.ll %newLoadEnzyme -enzyme-preopt=false -enzyme-detect-readthrow=0 -passes="enzyme" -S | FileCheck %t/llvm20.ll; fi
+; RUN: if [ %llvmver -gt 20 ]; then %opt < %t/llvm21plus.ll %newLoadEnzyme -enzyme-preopt=false -enzyme-detect-readthrow=0 -passes="enzyme" -S | FileCheck %t/llvm21plus.ll; fi
+
+;--- llvm20.ll
+target triple = "nvptx64-nvidia-cuda"
+
+declare void @llvm.nvvm.barrier0()
+declare float @__enzyme_autodiff(float (float)*, ...)
+
+define float @f_sync(float %x) {
+entry:
+  call void @llvm.nvvm.barrier0()
+  %res = fadd float %x, 1.000000e+00
+  ret float %res
+}
+
+define float @test(float %x) {
+entry:
+  %r = call float (float (float)*, ...) @__enzyme_autodiff(float (float)* @f_sync, float %x)
+  ret float %r
+}
+
+; CHECK: define internal { float } @diffef_sync(float %x, float %differeturn)
+; CHECK: call void @llvm.nvvm.barrier0()
+; CHECK: call void @llvm.nvvm.barrier0()
+; CHECK: ret { float }
+
+;--- llvm21plus.ll
+target triple = "nvptx64-nvidia-cuda"
+
+declare void @llvm.nvvm.barrier.cta.sync.aligned.all(i32)
+declare void @llvm.nvvm.barrier.cta.sync.aligned.count(i32, i32)
+declare float @__enzyme_autodiff(...)
+
+define float @f_sync_all(float %x) {
+entry:
+  call void @llvm.nvvm.barrier.cta.sync.aligned.all(i32 7)
+  %res = fadd float %x, 1.000000e+00
+  ret float %res
+}
+
+define float @test_all(float %x) {
+entry:
+  %r = call float (float (float)*, ...) @__enzyme_autodiff(float (float)* @f_sync_all, float %x)
+  ret float %r
+}
+
+define float @f_sync_all_dyn(i32 %id, float %x) {
+entry:
+  call void @llvm.nvvm.barrier.cta.sync.aligned.all(i32 %id)
+  %res = fadd float %x, 1.000000e+00
+  ret float %res
+}
+
+define float @test_all_dyn(i32 %id, float %x) {
+entry:
+  %r = call float (float (i32, float)*, ...) @__enzyme_autodiff(float (i32, float)* @f_sync_all_dyn, i32 %id, float %x)
+  ret float %r
+}
+
+define float @f_sync_count(float %x) {
+entry:
+  call void @llvm.nvvm.barrier.cta.sync.aligned.count(i32 7, i32 16)
+  %res = fadd float %x, 1.000000e+00
+  ret float %res
+}
+
+define float @test_count(float %x) {
+entry:
+  %r = call float (float (float)*, ...) @__enzyme_autodiff(float (float)* @f_sync_count, float %x)
+  ret float %r
+}
+
+define float @f_sync_count_dyn(i32 %id, i32 %n, float %x) {
+entry:
+  call void @llvm.nvvm.barrier.cta.sync.aligned.count(i32 %id, i32 %n)
+  %res = fadd float %x, 1.000000e+00
+  ret float %res
+}
+
+define float @test_count_dyn(i32 %id, i32 %n, float %x) {
+entry:
+  %r = call float (float (i32, i32, float)*, ...) @__enzyme_autodiff(float (i32, i32, float)* @f_sync_count_dyn, i32 %id, i32 %n, float %x)
+  ret float %r
+}
+
+; CHECK: define internal { float } @diffef_sync_all(float %x, float %differeturn)
+; CHECK: call void @llvm.nvvm.barrier.cta.sync.aligned.all(i32 7)
+; CHECK: call void @llvm.nvvm.barrier.cta.sync.aligned.all(i32 7)
+; CHECK: ret { float }
+
+; CHECK: define internal { float } @diffef_sync_all_dyn(i32 %id, float %x, float %differeturn)
+; CHECK: call void @llvm.nvvm.barrier.cta.sync.aligned.all(i32 %id)
+; CHECK: call void @llvm.nvvm.barrier.cta.sync.aligned.all(i32 %id)
+; CHECK: ret { float }
+
+; CHECK: define internal { float } @diffef_sync_count(float %x, float %differeturn)
+; CHECK: call void @llvm.nvvm.barrier.cta.sync.aligned.count(i32 7, i32 16)
+; CHECK: call void @llvm.nvvm.barrier.cta.sync.aligned.count(i32 7, i32 16)
+; CHECK: ret { float }
+
+; CHECK: define internal { float } @diffef_sync_count_dyn(i32 %id, i32 %n, float %x, float %differeturn)
+; CHECK: call void @llvm.nvvm.barrier.cta.sync.aligned.count(i32 %id, i32 %n)
+; CHECK: call void @llvm.nvvm.barrier.cta.sync.aligned.count(i32 %id, i32 %n)
+; CHECK: ret { float }