diff --git a/mlir/lib/Conversion/MemRefToLLVM/MemRefToLLVM.cpp b/mlir/lib/Conversion/MemRefToLLVM/MemRefToLLVM.cpp
--- a/mlir/lib/Conversion/MemRefToLLVM/MemRefToLLVM.cpp
+++ b/mlir/lib/Conversion/MemRefToLLVM/MemRefToLLVM.cpp
@@ -2070,6 +2070,25 @@
   }
 };
 
+/// Unpack the pointer returned by a memref.extract_aligned_pointer_as_index.
+class ConvertExtractAlignedPointerAsIndex
+    : public ConvertOpToLLVMPattern<memref::ExtractAlignedPointerAsIndexOp> {
+public:
+  using ConvertOpToLLVMPattern<
+      memref::ExtractAlignedPointerAsIndexOp>::ConvertOpToLLVMPattern;
+
+  LogicalResult
+  matchAndRewrite(memref::ExtractAlignedPointerAsIndexOp extractOp,
+                  OpAdaptor adaptor,
+                  ConversionPatternRewriter &rewriter) const override {
+    MemRefDescriptor desc(adaptor.getSource());
+    rewriter.replaceOpWithNewOp<LLVM::PtrToIntOp>(
+        extractOp, getTypeConverter()->getIndexType(),
+        desc.alignedPtr(rewriter, extractOp->getLoc()));
+    return success();
+  }
+};
+
 } // namespace
 
 void mlir::populateMemRefToLLVMConversionPatterns(LLVMTypeConverter &converter,
@@ -2080,6 +2099,7 @@
       AllocaScopeOpLowering,
       AtomicRMWOpLowering,
       AssumeAlignmentOpLowering,
+      ConvertExtractAlignedPointerAsIndex,
       DimOpLowering,
       GenericAtomicRMWOpLowering,
       GlobalMemrefOpLowering,
diff --git a/mlir/test/Conversion/MemRefToLLVM/memref-to-llvm.mlir b/mlir/test/Conversion/MemRefToLLVM/memref-to-llvm.mlir
--- a/mlir/test/Conversion/MemRefToLLVM/memref-to-llvm.mlir
+++ b/mlir/test/Conversion/MemRefToLLVM/memref-to-llvm.mlir
@@ -1143,3 +1143,16 @@
   // CHECK: llvm.call @memrefCopy([[SIZE]], [[ALLOCA2]], [[ALLOCA3]]) : (i64, !llvm.ptr<struct<(i64, ptr<i8>)>>, !llvm.ptr<struct<(i64, ptr<i8>)>>) -> ()
   return
 }
+
+// -----
+
+// CHECK-LABEL: func @extract_aligned_pointer_as_index
+func.func @extract_aligned_pointer_as_index(%m: memref<?xf32>) -> index {
+  %0 = memref.extract_aligned_pointer_as_index %m: memref<?xf32> -> index
+  // CHECK: %[[E:.*]] = llvm.extractvalue %{{.*}}[1] : !llvm.struct<(ptr<f32>, ptr<f32>, i64, array<1 x i64>, array<1 x i64>)> 
+  // CHECK: %[[I64:.*]] = llvm.ptrtoint %[[E]] : !llvm.ptr<f32> to i64
+  // CHECK: %[[R:.*]] = builtin.unrealized_conversion_cast %[[I64]] : i64 to index
+
+  // CHECK: return %[[R:.*]] : index
+  return %0: index
+}