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diff --git a/src/core/NEON/kernels/arm_gemm/kernels/a64_hybrid_s8qs_mmla_6x16.hpp b/src/core/NEON/kernels/arm_gemm/kernels/a64_hybrid_s8qs_mmla_6x16.hpp
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index 0000000000..d0d5f1b80d
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+++ b/src/core/NEON/kernels/arm_gemm/kernels/a64_hybrid_s8qs_mmla_6x16.hpp
@@ -0,0 +1,101 @@
+/*
+ * Copyright (c) 2021, 2023 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#pragma once
+#ifdef __aarch64__
+
+#include "../std_transforms_fixed.hpp"
+#include "../performance_parameters.hpp"
+
+#define ARGLIST  \
+    unsigned int, const unsigned int *, \
+    IndirectInputArg<int8_t>, \
+    size_t, size_t, \
+    const int8_t *, \
+    IndirectOutputArg<int8_t>, \
+    const Requantize32 *, const int32_t *, unsigned int
+
+namespace arm_gemm
+{
+// Actual kernel implementations
+void a64_hybrid_s8qs_mmla_6x16( ARGLIST );
+
+class cls_a64_hybrid_s8qs_mmla_6x16
+{
+public:
+    typedef int8_t lhs_operand_type;
+    typedef int8_t rhs_operand_type;
+    typedef int8_t result_type;
+
+    typedef void (*kern_type)( ARGLIST );
+
+    /* Kernel blocking parameters */
+    static constexpr unsigned int out_height()
+    {
+        return 6;
+    }
+
+    static unsigned int out_width()
+    {
+        return 16;
+    }
+
+    static constexpr unsigned int k_unroll()
+    {
+        return 8;
+    }
+
+    static constexpr bool supports_accumulate()
+    {
+        return false;
+    }
+
+    StdTransformsFixed<rhs_operand_type, result_type, 6, 16, 8> transforms = {};
+    template<typename T>
+    static inline PerformanceParameters get_performance_parameters(const CPUInfo *ci)
+    {
+        if (std::is_same<T, int8_t>::value) {
+            switch (ci->get_cpu_model()) {
+                default:
+                    return { 50.42 };
+                case CPUModel::A510:
+                    return { 28.71 };
+                case CPUModel::V1:
+                    return { 77.72 };
+            }
+        }
+
+        return { 1.0 };
+    }
+
+    // Default to the generic kernel
+    kern_type kernel=a64_hybrid_s8qs_mmla_6x16;
+    cls_a64_hybrid_s8qs_mmla_6x16(const CPUInfo *)
+    {
+    }
+};
+
+} // namespace arm_gemm
+
+#undef ARGLIST
+#endif // __aarch64__