add multiple multiple add profiler

profiler/src/profile_gemm_multiply_multiply_add.cpp

+// SPDX-License-Identifier: MIT
+// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
+
+#include <iostream>
+#include <numeric>
+#include <initializer_list>
+#include <cstdlib>
+
+#include "profiler/profile_gemm_multiply_multiply_add_impl.hpp"
+#include "profiler_operation_registry.hpp"
+
+enum struct GemmMatrixLayout
+{
+    MK_KN_MN, // 0
+    MK_NK_MN, // 1
+    KM_KN_MN, // 2
+    KM_NK_MN, // 3
+};
+
+enum struct GemmDataType
+{
+    F32_F32_F32,    // 0
+    F16_F16_F16,    // 1
+    BF16_BF16_BF16, // 2
+    INT8_INT8_INT8, // 3
+    F8_F16_F16,     // 4
+    F16_F8_F16,     // 5
+    F16_F16_F16_F8, // 6
+    F8_F8_BF16,     // 7
+    INT8_INT8_BF16, // 8
+};
+
+#define OP_NAME "gemm_multiply_multiply_add"
+#define OP_DESC "GEMM_Multiply_Multiply_ADD"
+
+int profile_gemm_multiply_multiply_add(int argc, char* argv[])
+{
+    if(argc != 16 && argc != 20)
+    {
+        printf("arg1: tensor operation (" OP_NAME ": " OP_DESC ")\n");
+        printf("arg2: data type (0: fp32; 1: fp16; 2: bf16; 3: int8; 4: f8@f16; 5: f16@f8; 6: "
+               "f16->f8; 7: f8->bf16, "
+               "comp f8; 8: int8->bf16)\n");
+        printf("arg3: matrix layout (0: A[m, k] * B[k, n] = C[m, n];\n");
+        printf("                     1: A[m, k] * B[n, k] = C[m, n];\n");
+        printf("                     2: A[k, m] * B[k, n] = C[m, n];\n");
+        printf("                     3: A[k, m] * B[n, k] = C[m, n])\n");
+        printf("arg4: verification (0: no; 1: yes)\n");
+        printf("arg5: initialization (0: no init; 1: integer value; 2: decimal value)\n");
+        printf("arg6: print tensor value (0: no; 1: yes)\n");
+        printf("arg7: time kernel (0=no, 1=yes)\n");
+        printf("arg8 to 15: M, N, K, StrideA, StrideB, StrideD0, StrideD1, StrideE\n");
+        printf("optional:\n");
+        printf("arg16: number of kbatch (default 1)\n");
+        printf("arg17: number of warm-up cycles (default 1)\n");
+        printf("arg18: number of iterations (default 10)\n");
+        printf("arg19: memory for rotating buffer (default 0, size in MB)\n");
+        exit(1);
+    }
+
+    const auto data_type       = static_cast<GemmDataType>(std::stoi(argv[2]));
+    const auto layout          = static_cast<GemmMatrixLayout>(std::stoi(argv[3]));
+    const bool do_verification = std::stoi(argv[4]);
+    const int init_method      = std::stoi(argv[5]);
+    const bool do_log          = std::stoi(argv[6]);
+    const bool time_kernel     = std::stoi(argv[7]);
+
+    const int M = std::stoi(argv[8]);
+    const int N = std::stoi(argv[9]);
+    const int K = std::stoi(argv[10]);
+
+    const int StrideA  = std::stoi(argv[11]);
+    const int StrideB  = std::stoi(argv[12]);
+    const int StrideD0 = std::stoi(argv[13]);
+    const int StrideD1 = std::stoi(argv[14]);
+    const int StrideE  = std::stoi(argv[15]);
+
+    int n_warmup      = 1;
+    int n_iter        = 10;
+    uint64_t rotating = 0;
+    int KBatch        = 1;
+    if(argc == 20)
+    {
+        KBatch   = std::stoi(argv[16]);
+        n_warmup = std::stoi(argv[17]);
+        n_iter   = std::stoi(argv[18]);
+        rotating = std::stoull(argv[19]) * 1024 * 1024;
+    }
+
+    using F32  = float;
+    using BF16 = ck::bhalf_t;
+    // using F8   = ck::f8_t;
+    using I8  = int8_t;
+    using I32 = int;
+
+    using Row = ck::tensor_layout::gemm::RowMajor;
+    using Col = ck::tensor_layout::gemm::ColumnMajor;
+
+    auto profile = [&](auto a_type,
+                       auto b_type,
+                       auto comp_type,
+                       auto acc_type,
+                       auto d0_type,
+                       auto d1_type,
+                       auto d2_type,
+                       auto c_type,
+                       auto a_layout,
+                       auto b_layout,
+                       auto d0_layout,
+                       auto d1_layout,
+                       auto d2_layout,
+                       auto e_layout) {
+        using ADataType       = decltype(a_type);
+        using BDataType       = decltype(b_type);
+        using ComputeDataType = decltype(comp_type);
+        using D0DataType      = decltype(d0_type);
+        using D1DataType      = decltype(d1_type);
+        using D2DataType      = decltype(d2_type);
+        using AccDataType     = decltype(acc_type);
+        using EDataType       = decltype(c_type);
+
+        using ALayout  = decltype(a_layout);
+        using BLayout  = decltype(b_layout);
+        using D0Layout = decltype(d0_layout);
+        using D1Layout = decltype(d1_layout);
+        using D2Layout = decltype(d2_layout);
+        using ELayout  = decltype(e_layout);
+
+        const int DefaultStrideA  = ck::is_same_v<ALayout, Row> ? K : M;
+        const int DefaultStrideB  = ck::is_same_v<BLayout, Row> ? N : K;
+        const int DefaultStrideD0 = ck::is_same_v<D0Layout, Row> ? N : M;
+        const int DefaultStrideD1 = ck::is_same_v<D1Layout, Row> ? N : M;
+        const int DefaultStrideD2 = ck::is_same_v<D2Layout, Row> ? N : M;
+        const int DefaultStrideE  = ck::is_same_v<ELayout, Row> ? N : M;
+
+        bool pass = ck::profiler::profile_gemm_multiply_multiply_add_impl<ADataType,
+                                                                          BDataType,
+                                                                          ComputeDataType,
+                                                                          AccDataType,
+                                                                          D0DataType,
+                                                                          D1DataType,
+                                                                          D2DataType,
+                                                                          EDataType,
+                                                                          ALayout,
+                                                                          BLayout,
+                                                                          D0Layout,
+                                                                          D1Layout,
+                                                                          D2Layout,
+                                                                          ELayout>(
+            do_verification,
+            init_method,
+            do_log,
+            time_kernel,
+            M,
+            N,
+            K,
+            (StrideA < 0) ? DefaultStrideA : StrideA,
+            (StrideB < 0) ? DefaultStrideB : StrideB,
+            (StrideD0 < 0) ? DefaultStrideD0 : StrideD0,
+            (StrideD1 < 0) ? DefaultStrideD1 : StrideD1,
+            (StrideD1 < 0) ? DefaultStrideD2 : StrideD1,
+            (StrideE < 0) ? DefaultStrideE : StrideE,
+            KBatch,
+            n_warmup,
+            n_iter,
+            rotating);
+
+        return pass ? 0 : 1;
+    };
+
+    if(data_type == GemmDataType::INT8_INT8_BF16 && layout == GemmMatrixLayout::MK_NK_MN)
+    {
+        return profile(I8{},
+                       I8{},
+                       I8{},
+                       I32{},
+                       F32{},
+                       F32{},
+                       BF16{},
+                       BF16{},
+                       Row{},
+                       Col{},
+                       Row{},
+                       Col{},
+                       Row{},
+                       Row{});
+    }
+    else
+    {
+        std::cout << "this data_type & layout is not implemented" << std::endl;
+
+        return 1;
+    }
+}
+
+REGISTER_PROFILER_OPERATION(OP_NAME, OP_DESC, profile_gemm_multiply_multiply_add);