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 // SPDX-License-Identifier: MIT
 // Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
  
 #pragma once
  
 namespace ck {
 // Define the common macro for MI300 models
 #if defined(__gfx940__) || defined(__gfx941__) || defined(__gfx942__) || defined(__gfx950__)
 #define __gfx94__
 #endif
  
 // fp32
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x1f32;
  
 template <>
 struct intrin_mfma_f32_32x32x1f32<64, 64>
 {
     template <class FloatC>
     __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float32_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x1f32(
             reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<0>{}], 1, 0, 0);
         reg_c.template AsType<float32_t>()(Number<1>{}) = __builtin_amdgcn_mfma_f32_32x32x1f32(
             reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<1>{}], 1, 1, 0);
     }
 };
  
 template <>
 struct intrin_mfma_f32_32x32x1f32<32, 64>
 {
     template <class FloatC>
     __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float32_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x1f32(
             reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<0>{}], 1, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x2f32;
  
 template <>
 struct intrin_mfma_f32_32x32x2f32<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x2f32(
             reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 0, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x4f32;
  
 template <>
 struct intrin_mfma_f32_16x16x4f32<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x4f32(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 0, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x1f32;
  
 template <>
 struct intrin_mfma_f32_16x16x1f32<16, 64>
 {
     template <class FloatC>
     __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x1f32(
             reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 2, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_4x4x1f32;
  
 template <>
 struct intrin_mfma_f32_4x4x1f32<4, 64>
 {
     template <class FloatC>
     __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_4x4x1f32(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 4, 0, 0);
     }
 };
  
 template <>
 struct intrin_mfma_f32_4x4x1f32<8, 64>
 {
     template <class FloatC>
     __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_4x4x1f32(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 4, 0, 0);
         reg_c.template AsType<float4_t>()(Number<1>{}) = __builtin_amdgcn_mfma_f32_4x4x1f32(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<1>{}], 4, 1, 0);
     }
 };
  
 // fp16
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x4f16;
  
 template <>
 struct intrin_mfma_f32_32x32x4f16<64, 64>
 {
     template <class FloatC>
     __device__ static void Run(const half4_t& reg_a, const half4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float32_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x4f16(
             reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<0>{}], 1, 0, 0);
         reg_c.template AsType<float32_t>()(Number<1>{}) = __builtin_amdgcn_mfma_f32_32x32x4f16(
             reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<1>{}], 1, 1, 0);
     }
 };
  
 template <>
 struct intrin_mfma_f32_32x32x4f16<32, 64>
 {
     template <class FloatC>
     __device__ static void Run(const half4_t& reg_a, const half4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float32_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x4f16(
             reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<0>{}], 1, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x16f16;
  
 template <>
 struct intrin_mfma_f32_32x32x16f16<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const half8_t& reg_a, const half8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx950__)
         reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x16_f16(
             reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 0, 0, 0);
 #else
         ignore = reg_a;
         ignore = reg_b;
         ignore = reg_c;
 #endif // defined(__gfx950__)
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x32f16;
  
 template <>
 struct intrin_mfma_f32_16x16x32f16<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const half8_t& reg_a, const half8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx950__)
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x32_f16(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 0, 0, 0);
 #else
         ignore = reg_a;
         ignore = reg_b;
         ignore = reg_c;
 #endif // defined(__gfx950__)
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x8f16;
  
 template <>
 struct intrin_mfma_f32_32x32x8f16<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const half4_t& reg_a, const half4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x8f16(
             reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 0, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x16f16;
  
 template <>
 struct intrin_mfma_f32_16x16x16f16<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const half4_t& reg_a, const half4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x16f16(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 0, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x4f16;
  
 template <>
 struct intrin_mfma_f32_16x16x4f16<16, 64>
 {
     template <class FloatC>
     __device__ static void Run(const half4_t& reg_a, const half4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x4f16(
             reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 2, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_4x4x4f16;
  
 template <>
 struct intrin_mfma_f32_4x4x4f16<4, 64>
 {
     template <class FloatC>
     __device__ static void Run(const half4_t& reg_a, const half4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_4x4x4f16(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 4, 0, 0);
     }
 };
  
 template <>
 struct intrin_mfma_f32_4x4x4f16<8, 64>
 {
     template <class FloatC>
     __device__ static void Run(const half4_t& reg_a, const half4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_4x4x4f16(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 4, 0, 0);
         reg_c.template AsType<float4_t>()(Number<1>{}) = __builtin_amdgcn_mfma_f32_4x4x4f16(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<1>{}], 4, 1, 0);
     }
 };
  
 // bfp16
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x16bf16;
  
 template <>
 struct intrin_mfma_f32_32x32x16bf16<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const bhalf8_t& reg_a, const bhalf8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx950__)
         reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x16_bf16(
             reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 0, 0, 0);
 #else
         ignore = reg_a;
         ignore = reg_b;
         ignore = reg_c;
 #endif // defined(__gfx950__)
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x32bf16;
  
 template <>
 struct intrin_mfma_f32_16x16x32bf16<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const bhalf8_t& reg_a, const bhalf8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx950__)
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x32_bf16(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 0, 0, 0);
 #else
         ignore = reg_a;
         ignore = reg_b;
         ignore = reg_c;
 #endif // defined(__gfx950__)
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x8bf16_1k;
  
 template <>
 struct intrin_mfma_f32_32x32x8bf16_1k<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const bhalf4_t& reg_a, const bhalf4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x8bf16_1k(
             reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 0, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x16bf16_1k;
  
 template <>
 struct intrin_mfma_f32_16x16x16bf16_1k<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const bhalf4_t& reg_a, const bhalf4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x16bf16_1k(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 0, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x4bf16;
  
 template <>
 struct intrin_mfma_f32_32x32x4bf16<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const bhalf2_t& reg_a, const bhalf2_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x4bf16(
             reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 0, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x8bf16;
  
 template <>
 struct intrin_mfma_f32_16x16x8bf16<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const bhalf2_t& reg_a, const bhalf2_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x8bf16(
             reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 0, 0, 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_i32_32x32x8i8;
  
 template <>
 struct intrin_mfma_i32_32x32x8i8<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const int8x4_t& reg_a, const int8x4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<int32x16_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_i32_32x32x8i8(bit_cast<int32_t>(reg_a),
                                                 bit_cast<int32_t>(reg_b),
                                                 reg_c.template AsType<int32x16_t>()[Number<0>{}],
                                                 0,
                                                 0,
                                                 0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_i32_16x16x16i8;
  
 template <>
 struct intrin_mfma_i32_16x16x16i8<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const int8x4_t& reg_a, const int8x4_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<int32x4_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_i32_16x16x16i8(bit_cast<int32_t>(reg_a),
                                                  bit_cast<int32_t>(reg_b),
                                                  reg_c.template AsType<int32x4_t>()[Number<0>{}],
                                                  0,
                                                  0,
                                                  0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_i32_32x32x32i8;
  
 template <>
 struct intrin_mfma_i32_32x32x32i8<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const int8x16_t& reg_a, const int8x16_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx950__)
         reg_c.template AsType<int32x16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_i32_32x32x32_i8(
             reg_a, reg_b, reg_c.template AsType<int32x16_t>()[Number<0>{}], 0, 0, 0);
 #else
         ignore = reg_a;
         ignore = reg_b;
         ignore = reg_c;
 #endif // defined(__gfx950__)
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_i32_16x16x64i8;
  
 template <>
 struct intrin_mfma_i32_16x16x64i8<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const int8x16_t& reg_a, const int8x16_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx950__)
         reg_c.template AsType<int32x4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_i32_16x16x64_i8(
             reg_a, reg_b, reg_c.template AsType<int32x4_t>()[Number<0>{}], 0, 0, 0);
 #else
         ignore = reg_a;
         ignore = reg_b;
         ignore = reg_c;
 #endif // defined(__gfx950__)
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_i32_32x32x16i8;
  
 template <>
 struct intrin_mfma_i32_32x32x16i8<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const int8x8_t& reg_a, const int8x8_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<int32x16_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_i32_32x32x16_i8(bit_cast<int64_t>(reg_a),
                                                   bit_cast<int64_t>(reg_b),
                                                   reg_c.template AsType<int32x16_t>()[Number<0>{}],
                                                   0,
                                                   0,
                                                   0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_i32_16x16x32i8;
  
 template <>
 struct intrin_mfma_i32_16x16x32i8<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const int8x8_t& reg_a, const int8x8_t& reg_b, FloatC& reg_c)
     {
         reg_c.template AsType<int32x4_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_i32_16x16x32_i8(bit_cast<int64_t>(reg_a),
                                                   bit_cast<int64_t>(reg_b),
                                                   reg_c.template AsType<int32x4_t>()[Number<0>{}],
                                                   0,
                                                   0,
                                                   0);
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f64_16x16x4f64;
  
 template <>
 struct intrin_mfma_f64_16x16x4f64<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const double& reg_a, const double& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx90a__) || defined(__gfx94__)
         reg_c.template AsType<double4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f64_16x16x4f64(
             reg_a, reg_b, reg_c.template AsType<double4_t>()[Number<0>{}], 0, 0, 0);
 #else
         ignore = reg_a;
         ignore = reg_b;
         ignore = reg_c;
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x64f8f6f4;
  
 template <>
 struct intrin_mfma_f32_32x32x64f8f6f4<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const f8x32_t& reg_a, const f8x32_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx950__)
         reg_c.template AsType<float16_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_scale_f32_32x32x64_f8f6f4(
                 reg_a,
                 reg_b,
                 reg_c.template AsType<float16_t>()[Number<0>{}],
                 0, // cbsz
                 0, // blgp
                 0,
                 0,
                 0,
                 0);
 #else
         ignore = reg_a;
         ignore = reg_b;
         ignore = reg_c;
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_scale_f32_32x32x64f8f6f4;
  
 template <>
 struct intrin_mfma_scale_f32_32x32x64f8f6f4<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const f8x32_t& reg_a,
                                const int32_t scale_a,
                                const f8x32_t& reg_b,
                                const int32_t scale_b,
                                FloatC& reg_c)
     {
 #if defined(__gfx950__)
         // https://github.com/ROCm/llvm-project/blob/656552edc693e2bb4abc9258399c39d190fce2b3/llvm/test/Verifier/AMDGPU/mfma-scale.ll#L10
         reg_c.template AsType<float16_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_scale_f32_32x32x64_f8f6f4(
                 reg_a,
                 reg_b,
                 reg_c.template AsType<float16_t>()[Number<0>{}],
                 0, // cbsz
                 0, // blgp
                 0, // { OPSEL_HI[0], OPSEL[0] }?
                 scale_a,
                 0, // { OPSEL_HI[1], OPSEL[1] }?
                 scale_b);
 #else
         ignore = reg_a;
         ignore = scale_a;
         ignore = reg_b;
         ignore = scale_b;
         ignore = reg_c;
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_scale_f32_16x16x128f8f6f4;
  
 template <>
 struct intrin_mfma_scale_f32_16x16x128f8f6f4<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const f8x32_t& reg_a,
                                const int32_t scale_a,
                                const f8x32_t& reg_b,
                                const int32_t scale_b,
                                FloatC& reg_c)
     {
 #if defined(__gfx950__)
         // https://github.com/ROCm/llvm-project/blob/656552edc693e2bb4abc9258399c39d190fce2b3/llvm/test/Verifier/AMDGPU/mfma-scale.ll#L10
         reg_c.template AsType<float4_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_scale_f32_16x16x128_f8f6f4(
                 reg_a,
                 reg_b,
                 reg_c.template AsType<float4_t>()[Number<0>{}],
                 0, // cbsz
                 0, // blgp
                 0, // { OPSEL_HI[0], OPSEL[0] }?
                 scale_a,
                 0, // { OPSEL_HI[1], OPSEL[1] }?
                 scale_b);
 #else
         ignore = reg_a;
         ignore = scale_a;
         ignore = reg_b;
         ignore = scale_b;
         ignore = reg_c;
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x128f8f6f4;
  
 template <>
 struct intrin_mfma_f32_16x16x128f8f6f4<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const f8x32_t& reg_a, const f8x32_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx950__)
         // https://github.com/ROCm/llvm-project/blob/656552edc693e2bb4abc9258399c39d190fce2b3/llvm/test/Verifier/AMDGPU/mfma-scale.ll#L10
         reg_c.template AsType<float4_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_scale_f32_16x16x128_f8f6f4(
                 reg_a,
                 reg_b,
                 reg_c.template AsType<float4_t>()[Number<0>{}],
                 0, // cbsz
                 0, // blgp
                 0,
                 0,
                 0,
                 0);
 #else
         ignore = reg_a;
         ignore = reg_b;
         ignore = reg_c;
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x16f8f8;
  
 template <>
 struct intrin_mfma_f32_32x32x16f8f8<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const f8x8_t& reg_a, const f8x8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx94__)
         reg_c.template AsType<float16_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_f32_32x32x16_fp8_fp8(
                 bit_cast<long>(reg_a),
                 bit_cast<long>(reg_b),
                 reg_c.template AsType<float16_t>()[Number<0>{}],
                 0,
                 0,
                 0);
 #else
         vector_type<f8_t, 8> reg_a_v(reg_a);
         vector_type<f8_t, 8> reg_b_v(reg_b);
  
         static_for<0, 8, 1>{}([&](auto k) {
             float reg_a_f32 = type_convert<float>(reg_a_v.template AsType<f8_t>()[Number<k>{}]);
             float reg_b_f32 = type_convert<float>(reg_b_v.template AsType<f8_t>()[Number<k>{}]);
  
             intrin_mfma_f32_32x32x2f32<32, 32>::Run(reg_a_f32, reg_b_f32, reg_c);
         });
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x32f8f8;
  
 template <>
 struct intrin_mfma_f32_16x16x32f8f8<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const f8x8_t& reg_a, const f8x8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx94__)
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x32_fp8_fp8(
             bit_cast<long>(reg_a),
             bit_cast<long>(reg_b),
             reg_c.template AsType<float4_t>()[Number<0>{}],
             0,
             0,
             0);
 #else
         vector_type<f8_t, 8> reg_a_v(reg_a);
         vector_type<f8_t, 8> reg_b_v(reg_b);
  
         static_for<0, 8, 1>{}([&](auto k) {
             float reg_a_f32 = type_convert<float>(reg_a_v.template AsType<f8_t>()[Number<k>{}]);
             float reg_b_f32 = type_convert<float>(reg_b_v.template AsType<f8_t>()[Number<k>{}]);
  
             intrin_mfma_f32_16x16x4f32<16, 16>::Run(reg_a_f32, reg_b_f32, reg_c);
         });
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x16bf8bf8;
  
 template <>
 struct intrin_mfma_f32_32x32x16bf8bf8<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const bf8x8_t& reg_a, const bf8x8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx94__)
         reg_c.template AsType<float16_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_f32_32x32x16_bf8_bf8(
                 bit_cast<long>(reg_a),
                 bit_cast<long>(reg_b),
                 reg_c.template AsType<float16_t>()[Number<0>{}],
                 0,
                 0,
                 0);
 #else
         vector_type<bf8_t, 8> reg_a_v(reg_a);
         vector_type<bf8_t, 8> reg_b_v(reg_b);
  
         static_for<0, 8, 1>{}([&](auto k) {
             float reg_a_f32 = type_convert<float>(reg_a_v.template AsType<bf8_t>()[Number<k>{}]);
             float reg_b_f32 = type_convert<float>(reg_b_v.template AsType<bf8_t>()[Number<k>{}]);
  
             intrin_mfma_f32_32x32x2f32<32, 32>::Run(reg_a_f32, reg_b_f32, reg_c);
         });
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x32bf8bf8;
  
 template <>
 struct intrin_mfma_f32_16x16x32bf8bf8<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const bf8x8_t& reg_a, const bf8x8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx94__)
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x32_bf8_bf8(
             bit_cast<long>(reg_a),
             bit_cast<long>(reg_b),
             reg_c.template AsType<float4_t>()[Number<0>{}],
             0,
             0,
             0);
 #else
         vector_type<bf8_t, 8> reg_a_v(reg_a);
         vector_type<bf8_t, 8> reg_b_v(reg_b);
  
         static_for<0, 8, 1>{}([&](auto k) {
             float reg_a_f32 = type_convert<float>(reg_a_v.template AsType<bf8_t>()[Number<k>{}]);
             float reg_b_f32 = type_convert<float>(reg_b_v.template AsType<bf8_t>()[Number<k>{}]);
  
             intrin_mfma_f32_16x16x4f32<16, 16>::Run(reg_a_f32, reg_b_f32, reg_c);
         });
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x16f8bf8;
  
 template <>
 struct intrin_mfma_f32_32x32x16f8bf8<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const f8x8_t& reg_a, const bf8x8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx94__)
         reg_c.template AsType<float16_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_f32_32x32x16_fp8_bf8(
                 bit_cast<long>(reg_a),
                 bit_cast<long>(reg_b),
                 reg_c.template AsType<float16_t>()[Number<0>{}],
                 0,
                 0,
                 0);
 #else
         vector_type<f8_t, 8> reg_a_v(reg_a);
         vector_type<bf8_t, 8> reg_b_v(reg_b);
  
         static_for<0, 8, 1>{}([&](auto k) {
             float reg_a_f32 = type_convert<float>(reg_a_v.template AsType<f8_t>()[Number<k>{}]);
             float reg_b_f32 = type_convert<float>(reg_b_v.template AsType<bf8_t>()[Number<k>{}]);
  
             intrin_mfma_f32_32x32x2f32<32, 32>::Run(reg_a_f32, reg_b_f32, reg_c);
         });
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x32f8bf8;
  
 template <>
 struct intrin_mfma_f32_16x16x32f8bf8<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const f8x8_t& reg_a, const bf8x8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx94__)
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x32_fp8_bf8(
             bit_cast<long>(reg_a),
             bit_cast<long>(reg_b),
             reg_c.template AsType<float4_t>()[Number<0>{}],
             0,
             0,
             0);
 #else
         vector_type<f8_t, 8> reg_a_v(reg_a);
         vector_type<bf8_t, 8> reg_b_v(reg_b);
  
         static_for<0, 8, 1>{}([&](auto k) {
             float reg_a_f32 = type_convert<float>(reg_a_v.template AsType<f8_t>()[Number<k>{}]);
             float reg_b_f32 = type_convert<float>(reg_b_v.template AsType<bf8_t>()[Number<k>{}]);
  
             intrin_mfma_f32_16x16x4f32<16, 16>::Run(reg_a_f32, reg_b_f32, reg_c);
         });
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_32x32x16bf8f8;
  
 template <>
 struct intrin_mfma_f32_32x32x16bf8f8<32, 32>
 {
     template <class FloatC>
     __device__ static void Run(const bf8x8_t& reg_a, const f8x8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx94__)
         reg_c.template AsType<float16_t>()(Number<0>{}) =
             __builtin_amdgcn_mfma_f32_32x32x16_bf8_fp8(
                 bit_cast<long>(reg_a),
                 bit_cast<long>(reg_b),
                 reg_c.template AsType<float16_t>()[Number<0>{}],
                 0,
                 0,
                 0);
 #else
         vector_type<bf8_t, 8> reg_a_v(reg_a);
         vector_type<f8_t, 8> reg_b_v(reg_b);
  
         static_for<0, 8, 1>{}([&](auto k) {
             float reg_a_f32 = type_convert<float>(reg_a_v.template AsType<bf8_t>()[Number<k>{}]);
             float reg_b_f32 = type_convert<float>(reg_b_v.template AsType<f8_t>()[Number<k>{}]);
  
             intrin_mfma_f32_32x32x2f32<32, 32>::Run(reg_a_f32, reg_b_f32, reg_c);
         });
 #endif
     }
 };
  
 template <index_t MPerWave, index_t NPerWave>
 struct intrin_mfma_f32_16x16x32bf8f8;
  
 template <>
 struct intrin_mfma_f32_16x16x32bf8f8<16, 16>
 {
     template <class FloatC>
     __device__ static void Run(const bf8x8_t& reg_a, const f8x8_t& reg_b, FloatC& reg_c)
     {
 #if defined(__gfx94__)
         reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x32_bf8_fp8(
             bit_cast<long>(reg_a),
             bit_cast<long>(reg_b),
             reg_c.template AsType<float4_t>()[Number<0>{}],
             0,
             0,
             0);
 #else
         vector_type<bf8_t, 8> reg_a_v(reg_a);
         vector_type<f8_t, 8> reg_b_v(reg_b);
  
         static_for<0, 8, 1>{}([&](auto k) {
             float reg_a_f32 = type_convert<float>(reg_a_v.template AsType<bf8_t>()[Number<k>{}]);
             float reg_b_f32 = type_convert<float>(reg_b_v.template AsType<f8_t>()[Number<k>{}]);
  
             intrin_mfma_f32_16x16x4f32<16, 16>::Run(reg_a_f32, reg_b_f32, reg_c);
         });
 #endif
     }
 };
  
 } // namespace ck