diff --git a/tensorflow/lite/kernels/internal/optimized/integer_ops/depthwise_conv_hybrid_3x3_filter.h b/tensorflow/lite/kernels/internal/optimized/integer_ops/depthwise_conv_hybrid_3x3_filter.h
index 51f3d2559db..f9472515417 100644
--- a/tensorflow/lite/kernels/internal/optimized/integer_ops/depthwise_conv_hybrid_3x3_filter.h
+++ b/tensorflow/lite/kernels/internal/optimized/integer_ops/depthwise_conv_hybrid_3x3_filter.h
@@ -288,13 +288,13 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
           "ld1 {v20.8b}, [x15], %[input_depth]\n"
           "saddw v14.8h, v26.8h, v14.8b\n"
 
-          "dup v21.4s, wzr\n"
+          "movi v21.4s, #0\n"
           "saddw v15.8h, v26.8h, v15.8b\n"
-          "dup v22.4s, wzr\n"
+          "movi v22.4s, #0\n"
           "saddw v16.8h, v26.8h, v16.8b\n"
-          "dup v23.4s, wzr\n"
+          "movi v23.4s, #0\n"
           "saddw v17.8h, v26.8h, v17.8b\n"
-          "dup v24.4s, wzr\n"
+          "movi v24.4s, #0\n"
 
           "saddw v18.8h, v26.8h, v18.8b\n"
           "saddw v19.8h, v26.8h, v19.8b\n"
@@ -383,14 +383,14 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
             "fcvtms v23.4s, v23.4s\n"
             "fcvtms v24.4s, v24.4s\n"
 
-            "dup v22.4s, wzr\n"
-            "dup v24.4s, wzr\n"
+            "movi v22.4s, #0\n"
+            "movi v24.4s, #0\n"
             "saddw v9.8h, v26.8h, v9.8b\n"
             "saddw v12.8h, v26.8h, v12.8b\n"
             "saddw v15.8h, v26.8h, v15.8b\n"
-            "dup v21.4s, wzr\n"
+            "movi v21.4s, #0\n"
             "saddw v18.8h, v26.8h, v18.8b\n"
-            "dup v23.4s, wzr\n"
+            "movi v23.4s, #0\n"
 
             // Mul-add right outputs.
             "smlal v21.4s, v0.4h, v10.4h\n"
@@ -480,8 +480,8 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
             "fcvtms v23.4s, v23.4s\n"
             "fcvtms v24.4s, v24.4s\n"
 
-            "dup v22.4s, wzr\n"
-            "dup v24.4s, wzr\n"
+            "movi v22.4s, #0\n"
+            "movi v24.4s, #0\n"
             "saddw v9.8h, v26.8h, v9.8b\n"
             "saddw v10.8h, v26.8h, v10.8b\n"
             "saddw v11.8h, v26.8h, v11.8b\n"
@@ -489,9 +489,9 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
             "saddw v13.8h, v26.8h, v13.8b\n"
             "saddw v14.8h, v26.8h, v14.8b\n"
             "saddw v15.8h, v26.8h, v15.8b\n"
-            "dup v21.4s, wzr\n"
+            "movi v21.4s, #0\n"
             "saddw v16.8h, v26.8h, v16.8b\n"
-            "dup v23.4s, wzr\n"
+            "movi v23.4s, #0\n"
             "saddw v17.8h, v26.8h, v17.8b\n"
             "saddw v18.8h, v26.8h, v18.8b\n"
             "saddw v19.8h, v26.8h, v19.8b\n"
@@ -581,14 +581,14 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
           "fcvtms v23.4s, v23.4s\n"
           "fcvtms v24.4s, v24.4s\n"
 
-          "dup v22.4s, wzr\n"
-          "dup v24.4s, wzr\n"
+          "movi v22.4s, #0\n"
+          "movi v24.4s, #0\n"
           "saddw v9.8h, v26.8h, v9.8b\n"
           "saddw v12.8h, v26.8h, v12.8b\n"
           "saddw v15.8h, v26.8h, v15.8b\n"
-          "dup v21.4s, wzr\n"
+          "movi v21.4s, #0\n"
           "saddw v18.8h, v26.8h, v18.8b\n"
-          "dup v23.4s, wzr\n"
+          "movi v23.4s, #0\n"
 
           // Mul-add right outputs.
           "smlal v21.4s, v0.4h, v10.4h\n"
@@ -765,10 +765,10 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
         "ld1 {v17.8b}, [x14], %[input_depth]\n"
         "ld1 {v18.8b}, [x14], %[input_depth]\n"
         "ld1 {v19.8b}, [x14], %[input_depth]\n"
-        "dup v21.4s, wzr\n"
-        "dup v22.4s, wzr\n"
-        "dup v23.4s, wzr\n"
-        "dup v24.4s, wzr\n"
+        "movi v21.4s, #0\n"
+        "movi v22.4s, #0\n"
+        "movi v23.4s, #0\n"
+        "movi v24.4s, #0\n"
 
         "saddw v9.8h, v26.8h, v9.8b\n"
         "saddw v10.8h, v26.8h, v10.8b\n"
@@ -880,8 +880,8 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
           "fcvtms v23.4s, v23.4s\n"
           "fcvtms v24.4s, v24.4s\n"
 
-          "dup v22.4s, wzr\n"
-          "dup v24.4s, wzr\n"
+          "movi v22.4s, #0\n"
+          "movi v24.4s, #0\n"
           "saddw v9.8h, v26.8h, v9.8b\n"
           "saddw v10.8h, v26.8h, v10.8b\n"
           "saddw v11.8h, v26.8h, v11.8b\n"
@@ -889,9 +889,9 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
           "saddw v13.8h, v26.8h, v13.8b\n"
           "saddw v14.8h, v26.8h, v14.8b\n"
           "saddw v15.8h, v26.8h, v15.8b\n"
-          "dup v21.4s, wzr\n"
+          "movi v21.4s, #0\n"
           "saddw v16.8h, v26.8h, v16.8b\n"
-          "dup v23.4s, wzr\n"
+          "movi v23.4s, #0\n"
           "saddw v17.8h, v26.8h, v17.8b\n"
           "saddw v18.8h, v26.8h, v18.8b\n"
           "saddw v19.8h, v26.8h, v19.8b\n"
@@ -1202,19 +1202,19 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
           "ld1 {v15.8b}, [x13], %[input_depth]\n"
           "add x7, %[output_ptr], x19\n"
           "ld1 {v16.8b}, [x13], %[input_depth]\n"
-          "dup v21.4s, wzr\n"
-          "dup v22.4s, wzr\n"
-          "dup v23.4s, wzr\n"
+          "movi v21.4s, #0\n"
+          "movi v22.4s, #0\n"
+          "movi v23.4s, #0\n"
           "saddw v9.8h, v28.8h, v9.8b\n"
-          "dup v24.4s, wzr\n"
+          "movi v24.4s, #0\n"
           "saddw v10.8h, v28.8h, v10.8b\n"
-          "dup v19.4s, wzr\n"
+          "movi v19.4s, #0\n"
           "saddw v11.8h, v28.8h, v11.8b\n"
-          "dup v20.4s, wzr\n"
+          "movi v20.4s, #0\n"
           "saddw v14.8h, v28.8h, v14.8b\n"
-          "dup v25.4s, wzr\n"
+          "movi v25.4s, #0\n"
           "saddw v15.8h, v28.8h, v15.8b\n"
-          "dup v26.4s, wzr\n"
+          "movi v26.4s, #0\n"
           "saddw v16.8h, v28.8h, v16.8b\n"
 
           "beq " DEPTHWISECONV_LABEL_HEIGHT_2_WIDTH_2_LEFTOVER "f\n"
@@ -1343,8 +1343,8 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
             "fcvtms v23.4s, v23.4s\n"
             "fcvtms v24.4s, v24.4s\n"
 
-            "dup v22.4s, wzr\n"
-            "dup v24.4s, wzr\n"
+            "movi v22.4s, #0\n"
+            "movi v24.4s, #0\n"
             "saddw v9.8h, v28.8h, v9.8b\n"
             "saddw v10.8h, v28.8h, v10.8b\n"
             "saddw v11.8h, v28.8h, v11.8b\n"
@@ -1373,9 +1373,9 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
             "smlal2 v20.4s, v3.8h, v14.8h\n"
             "ld1 {v14.8b}, [x13], %[input_depth]\n"
             "smlal v25.4s, v3.4h, v16.4h\n"
-            "dup v21.4s, wzr\n"
+            "movi v21.4s, #0\n"
             "smlal2 v26.4s, v3.8h, v16.8h\n"
-            "dup v23.4s, wzr\n"
+            "movi v23.4s, #0\n"
             "smlal v19.4s, v4.4h, v15.4h\n"
             "saddw v17.8h, v28.8h, v17.8b\n"
             "smlal2 v20.4s, v4.8h, v15.8h\n"
@@ -1423,14 +1423,14 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
             "fcvtms v25.4s, v25.4s\n"
             "fcvtms v26.4s, v26.4s\n"
 
-            "dup v20.4s, wzr\n"
-            "dup v26.4s, wzr\n"
+            "movi v20.4s, #0\n"
+            "movi v26.4s, #0\n"
             "saddw v9.8h, v28.8h, v9.8b\n"
             "saddw v10.8h, v28.8h, v10.8b\n"
             "saddw v11.8h, v28.8h, v11.8b\n"
-            "dup v19.4s, wzr\n"
+            "movi v19.4s, #0\n"
             "saddw v14.8h, v28.8h, v14.8b\n"
-            "dup v25.4s, wzr\n"
+            "movi v25.4s, #0\n"
             "saddw v15.8h, v28.8h, v15.8b\n"
             "saddw v16.8h, v28.8h, v16.8b\n"
 
@@ -1557,8 +1557,8 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
           "fcvtms v23.4s, v23.4s\n"
           "fcvtms v24.4s, v24.4s\n"
 
-          "dup v22.4s, wzr\n"
-          "dup v24.4s, wzr\n"
+          "movi v22.4s, #0\n"
+          "movi v24.4s, #0\n"
           "saddw v9.8h, v28.8h, v9.8b\n"
           "saddw v10.8h, v28.8h, v10.8b\n"
           "saddw v11.8h, v28.8h, v11.8b\n"
@@ -1764,12 +1764,12 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
         "ld1 {v17.8b}, [x15], %[input_depth]\n"
 
         "saddw v9.8h, v28.8h, v9.8b\n"
-        "dup v24.4s, wzr\n"
+        "movi v24.4s, #0\n"
         "saddw v10.8h, v28.8h, v10.8b\n"
-        "dup v25.4s, wzr\n"
+        "movi v25.4s, #0\n"
         "saddw v11.8h, v28.8h, v11.8b\n"
-        "dup v26.4s, wzr\n"
-        "dup v27.4s, wzr\n"
+        "movi v26.4s, #0\n"
+        "movi v27.4s, #0\n"
         "saddw v12.8h, v28.8h, v12.8b\n"
         "saddw v13.8h, v28.8h, v13.8b\n"
         "saddw v14.8h, v28.8h, v14.8b\n"
@@ -1879,17 +1879,17 @@ struct DepthwiseConvHybridWindowPerChannel<DepthwiseConvOutputRounding::kUpward,
           "fcvtms v26.4s, v26.4s\n"
           "fcvtms v27.4s, v27.4s\n"
 
-          "dup v25.4s, wzr\n"
+          "movi v25.4s, #0\n"
           "saddw v9.8h, v28.8h, v9.8b\n"
-          "dup v27.4s, wzr\n"
+          "movi v27.4s, #0\n"
           "saddw v10.8h, v28.8h, v10.8b\n"
           "saddw v11.8h, v28.8h, v11.8b\n"
           "saddw v12.8h, v28.8h, v12.8b\n"
           "saddw v13.8h, v28.8h, v13.8b\n"
           "saddw v14.8h, v28.8h, v14.8b\n"
-          "dup v24.4s, wzr\n"
+          "movi v24.4s, #0\n"
           "saddw v15.8h, v28.8h, v15.8b\n"
-          "dup v26.4s, wzr\n"
+          "movi v26.4s, #0\n"
           "saddw v16.8h, v28.8h, v16.8b\n"
           "saddw v17.8h, v28.8h, v17.8b\n"
 
@@ -2094,9 +2094,9 @@ struct DepthwiseConvHybridPartialPerChannel<
         "ldr w10, [%[params_ptr], #" STR(OFFSET_FLOAT_OUTPUT_ACTIVATION_MAX) "]\n"
         "dup v30.4s, w9\n"
         "dup v31.4s, w10\n"
-        "dup v16.4s, wzr\n"
+        "movi v16.4s, #0\n"
         "saddw v8.8h, v26.8h, v8.8b\n"
-        "dup v17.4s, wzr\n"
+        "movi v17.4s, #0\n"
         "sshll v0.8h, v0.8b, #0\n"
 
         "ld1 {v6.4s}, [%[per_channel_scales]], #16\n"
@@ -2133,9 +2133,9 @@ struct DepthwiseConvHybridPartialPerChannel<
           "fcvtms v17.4s, v17.4s\n"
 
           "saddw v8.8h, v26.8h, v8.8b\n"
-          "dup v16.4s, wzr\n"
+          "movi v16.4s, #0\n"
           "sshll v0.8h, v0.8b, #0\n"
-          "dup v17.4s, wzr\n"
+          "movi v17.4s, #0\n"
           "ld1 {v6.4s}, [%[per_channel_scales]], #16\n"
           "ld1 {v10.4s}, [%[bias_ptr]], #16\n"
           "ld1 {v7.4s}, [%[per_channel_scales]], #16\n"
@@ -2241,9 +2241,9 @@ struct DepthwiseConvHybridPartialPerChannel<
 
         // Add input and filter offsets.
         "saddw v8.8h, v26.8h, v8.8b\n"
-        "dup v16.4s, wzr\n"
+        "movi v16.4s, #0\n"
         "saddw v9.8h, v26.8h, v9.8b\n"
-        "dup v17.4s, wzr\n"
+        "movi v17.4s, #0\n"
         "saddw v10.8h, v26.8h, v10.8b\n"
         "saddw v11.8h, v26.8h, v11.8b\n"
 
@@ -2290,9 +2290,9 @@ struct DepthwiseConvHybridPartialPerChannel<
           "fcvtms v17.4s, v17.4s\n"
 
           "saddw v8.8h, v26.8h, v8.8b\n"
-          "dup v16.4s, wzr\n"
+          "movi v16.4s, #0\n"
           "saddw v9.8h, v26.8h, v9.8b\n"
-          "dup v17.4s, wzr\n"
+          "movi v17.4s, #0\n"
           "saddw v10.8h, v26.8h, v10.8b\n"
           "saddw v11.8h, v26.8h, v11.8b\n"
           "sshll v0.8h, v0.8b, #0\n"
@@ -2417,9 +2417,9 @@ struct DepthwiseConvHybridPartialPerChannel<
 
         // Add input and filter offsets.
         "saddw v8.8h, v26.8h, v8.8b\n"
-        "dup v16.4s, wzr\n"
+        "movi v16.4s, #0\n"
         "saddw v9.8h, v26.8h, v9.8b\n"
-        "dup v17.4s, wzr\n"
+        "movi v17.4s, #0\n"
         "saddw v10.8h, v26.8h, v10.8b\n"
         "saddw v11.8h, v26.8h, v11.8b\n"
         "saddw v12.8h, v26.8h, v12.8b\n"
@@ -2494,9 +2494,9 @@ struct DepthwiseConvHybridPartialPerChannel<
           "sshll v0.8h, v0.8b, #0\n"
           "sshll v1.8h, v1.8b, #0\n"
           "sshll v2.8h, v2.8b, #0\n"
-          "dup v16.4s, wzr\n"
+          "movi v16.4s, #0\n"
           "sshll v3.8h, v3.8b, #0\n"
-          "dup v17.4s, wzr\n"
+          "movi v17.4s, #0\n"
           "sshll v4.8h, v4.8b, #0\n"
           "sshll v5.8h, v5.8b, #0\n"
           "ld1 {v6.4s}, [%[bias_ptr]], #16\n"
@@ -2622,9 +2622,9 @@ struct DepthwiseConvHybridPartialPerChannel<
 
         // Add input and filter offsets.
         "saddw v8.8h, v26.8h, v8.8b\n"
-        "dup v16.4s, wzr\n"
+        "movi v16.4s, #0\n"
         "saddw v9.8h, v26.8h, v9.8b\n"
-        "dup v17.4s, wzr\n"
+        "movi v17.4s, #0\n"
         "saddw v10.8h, v26.8h, v10.8b\n"
         "saddw v11.8h, v26.8h, v11.8b\n"
         "saddw v12.8h, v26.8h, v12.8b\n"
@@ -2701,9 +2701,9 @@ struct DepthwiseConvHybridPartialPerChannel<
           "sshll v0.8h, v0.8b, #0\n"
           "sshll v1.8h, v1.8b, #0\n"
           "sshll v2.8h, v2.8b, #0\n"
-          "dup v16.4s, wzr\n"
+          "movi v16.4s, #0\n"
           "sshll v3.8h, v3.8b, #0\n"
-          "dup v17.4s, wzr\n"
+          "movi v17.4s, #0\n"
           "sshll v4.8h, v4.8b, #0\n"
           "sshll v5.8h, v5.8b, #0\n"
 
diff --git a/tensorflow/lite/kernels/internal/optimized/neon_tensor_utils.cc b/tensorflow/lite/kernels/internal/optimized/neon_tensor_utils.cc
index 0172ba690e4..e68cd5786e3 100644
--- a/tensorflow/lite/kernels/internal/optimized/neon_tensor_utils.cc
+++ b/tensorflow/lite/kernels/internal/optimized/neon_tensor_utils.cc
@@ -372,10 +372,10 @@ static void DotprodMatrixBatchFourVectorMultiplyAccumulate(
 
       asm volatile(
           // Zero out the accumulator registers.
-          "dup v0.4s, wzr\n"
-          "dup v1.4s, wzr\n"
-          "dup v2.4s, wzr\n"
-          "dup v3.4s, wzr\n"
+          "movi v0.4s, #0\n"
+          "movi v1.4s, #0\n"
+          "movi v2.4s, #0\n"
+          "movi v3.4s, #0\n"
 
           "1:\n"  // batch_cols_loop
 
@@ -501,16 +501,16 @@ static void DotprodMatrixBatchFourVectorMultiplyAccumulate(
       const int32_t is_channel_scale_nullptr = per_channel_scale == nullptr;
       const int32_t is_row_sums_nullptr = row_sums_ptr == nullptr;
       asm volatile(
-          "dup v0.4s, wzr\n"
-          "dup v1.4s, wzr\n"
-          "dup v2.4s, wzr\n"
-          "dup v3.4s, wzr\n"
+          "movi v0.4s, #0\n"
+          "movi v1.4s, #0\n"
+          "movi v2.4s, #0\n"
+          "movi v3.4s, #0\n"
           // Load zero points.
           "ld1 {v7.4s}, [%[batch_offsets_ptr]]\n"
           "ld1 {v4.4s}, [%[scaling_factors_ptr]]\n"
           // Zero out zero point accumulators.
-          "dup v14.4s, wzr\n"
-          "dup v15.4s, wzr\n"
+          "movi v14.4s, #0\n"
+          "movi v15.4s, #0\n"
 
           // Load per channel scales if not null.
           "cmp %w[is_channel_scale_nullptr], #0\n"
@@ -746,9 +746,9 @@ static void DotprodSparseMatrixBatchVectorMultiplyAccumulate(
 
       if (ledger_ptr != ledger_end) {
         asm volatile(
-            "dup v0.4s, wzr\n"
-            "dup v1.4s, wzr\n"
-            "dup v8.4s, wzr\n"
+            "movi v0.4s, #0\n"
+            "movi v1.4s, #0\n"
+            "movi v8.4s, #0\n"
             "mov x7, 0\n"
 
             "1:\n"  // chunks_loop