diff --git a/test/ck_tile/gemm/CMakeLists.txt b/test/ck_tile/gemm/CMakeLists.txt
index 96c071cbc4..c08ab33b91 100644
--- a/test/ck_tile/gemm/CMakeLists.txt
+++ b/test/ck_tile/gemm/CMakeLists.txt
@@ -22,6 +22,12 @@ else()
     message(DEBUG "Skipping ck_tile_gemm tests for current target")
 endif()
 
+
+if(GPU_TARGETS MATCHES "gfx94|gfx95|gfx12")
+    add_gtest_executable(test_gemm_pipeline_compiler test_gemm_pipeline_compiler.cpp)
+    target_compile_options(test_gemm_pipeline_compiler PRIVATE ${EXAMPLE_GEMM_COMPILE_OPTIONS})
+endif()
+
 if(GPU_TARGETS MATCHES "gfx94|gfx95|gfx12")
     add_gtest_executable(test_ck_tile_gemm_pipeline_universal_fp8 test_gemm_pipeline_universal_fp8.cpp)
     add_gtest_executable(test_ck_tile_gemm_pipeline_universal_bf8 test_gemm_pipeline_universal_bf8.cpp)
diff --git a/test/ck_tile/gemm/test_gemm_pipeline_compiler.cpp b/test/ck_tile/gemm/test_gemm_pipeline_compiler.cpp
new file mode 100644
index 0000000000..bf39e0b552
--- /dev/null
+++ b/test/ck_tile/gemm/test_gemm_pipeline_compiler.cpp
@@ -0,0 +1,900 @@
+// SPDX-License-Identifier: MIT
+// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
+
+#include "test_gemm_pipeline_kernel_types.hpp"
+#include "test_gemm_pipeline_util.hpp"
+#include "gtest/gtest.h"
+
+// ============================================================================
+// Comprehensive GEMM Compiler Validation Test Suite
+// This file consolidates all GEMM pipeline tests for compiler validation
+// Covers essential combinations of data types, layouts, and pipeline types
+// ============================================================================
+
+// ----------------------------------------------------------------------------
+// Test Class Definitions for Different Pipeline Types
+// ----------------------------------------------------------------------------
+
+template <typename T>
+class TestGemmMem : public TestCkTileGemmPipeline<T, TestGemmMem<T>>
+{
+};
+
+#if defined(CK_TILE_USE_WMMA)
+template <typename T>
+class TestGemmMemWmma : public TestCkTileGemmPipeline<T, TestGemmMemWmma<T>>
+{
+};
+#endif
+
+template <typename T>
+class TestGemmCompV3 : public TestCkTileGemmPipeline<T, TestGemmCompV3<T>>
+{
+};
+
+#if defined(CK_TILE_USE_WMMA)
+template <typename T>
+class TestGemmCompV3Wmma : public TestCkTileGemmPipeline<T, TestGemmCompV3Wmma<T>>
+{
+};
+#endif
+
+template <typename T>
+class TestGemmCompV4 : public TestCkTileGemmPipeline<T, TestGemmCompV4<T>>
+{
+};
+
+#if defined(CK_TILE_USE_WMMA)
+template <typename T>
+class TestGemmCompV4Wmma : public TestCkTileGemmPipeline<T, TestGemmCompV4Wmma<T>>
+{
+};
+#endif
+
+template <typename T>
+class TestGemmCompV6 : public TestCkTileGemmPipeline<T, TestGemmCompV6<T>>
+{
+};
+
+template <typename T>
+class TestGemmPersistent : public TestCkTileGemmPipeline<T, TestGemmPersistent<T>>
+{
+};
+
+#if defined(CK_TILE_USE_WMMA)
+template <typename T>
+class TestGemmPersistentWmma : public TestCkTileGemmPipeline<T, TestGemmPersistentWmma<T>>
+{
+};
+#endif
+
+// ----------------------------------------------------------------------------
+// Type Definitions for Each Pipeline Configuration
+// ----------------------------------------------------------------------------
+
+// Memory Pipeline Types
+using MemTestTypes = ::testing::Types<
+    // Parameters: ALayout, BLayout, CLayout, ADataType, BDataType, AccDataType, CDataType,
+    // M_BlockSize, N_BlockSize, K_BlockSize, M_TileSize, N_TileSize, K_TileSize, Scheduler,
+    // PipelineType
+
+    std::tuple<Row, Row, Row, F16, F16, F32, F16, I64, I64, I32, I16, I16, I16, Interwave, Mem>,
+    std::tuple<Row, Row, Row, BF16, BF16, F32, BF16, I64, I64, I32, I16, I16, I16, Interwave, Mem>>;
+
+#if defined(CK_TILE_USE_WMMA)
+// Memory Pipeline WMMA Types
+using MemWmmaTestTypes = ::testing::Types<
+    std::tuple<Row, Row, Row, F16, F16, F32, F16, I64, I64, I32, I16, I16, I16, Interwave, Mem>,
+    std::tuple<Row, Row, Row, BF16, BF16, F32, BF16, I64, I64, I32, I16, I16, I16, Interwave, Mem>>;
+#endif
+
+// CompV3 Pipeline Types
+using CompV3TestTypes = ::testing::Types<
+    std::tuple<Row, Row, Row, F16, F16, F32, F16, I64, I64, I32, I16, I16, I16, Intrawave, CompV3>,
+    std::tuple<Row,
+               Row,
+               Row,
+               BF16,
+               BF16,
+               F32,
+               F16,
+               I64,
+               I64,
+               I32,
+               I16,
+               I16,
+               I16,
+               Intrawave,
+               CompV3>>;
+
+#if defined(CK_TILE_USE_WMMA)
+// CompV3 Pipeline WMMA Types
+using CompV3WmmaTestTypes = ::testing::Types<
+    std::tuple<Row, Row, Row, F16, F16, F32, F16, I64, I64, I32, I16, I16, I16, Intrawave, CompV3>,
+    std::tuple<Row,
+               Row,
+               Row,
+               BF16,
+               BF16,
+               F32,
+               F16,
+               I64,
+               I64,
+               I32,
+               I16,
+               I16,
+               I16,
+               Intrawave,
+               CompV3>>;
+#endif
+
+// CompV4 Pipeline Types
+using CompV4TestTypes = ::testing::Types<
+    std::tuple<Row, Row, Row, F16, F16, F32, F16, I64, I64, I32, I16, I16, I16, Intrawave, CompV4>,
+    std::tuple<Row,
+               Row,
+               Row,
+               BF16,
+               BF16,
+               F32,
+               F16,
+               I64,
+               I64,
+               I32,
+               I16,
+               I16,
+               I16,
+               Intrawave,
+               CompV4>>;
+
+#if defined(CK_TILE_USE_WMMA)
+// CompV4 Pipeline WMMA Types
+using CompV4WmmaTestTypes = ::testing::Types<
+    std::tuple<Row, Row, Row, F16, F16, F32, F16, I64, I64, I32, I16, I16, I16, Intrawave, CompV4>,
+    std::tuple<Row,
+               Row,
+               Row,
+               BF16,
+               BF16,
+               F32,
+               F16,
+               I64,
+               I64,
+               I32,
+               I16,
+               I16,
+               I16,
+               Intrawave,
+               CompV4>>;
+#endif
+
+// CompV6 Pipeline Types
+using CompV6TestTypes = ::testing::Types<
+    std::tuple<Row, Row, Row, F16, F16, F32, F16, I64, I64, I32, I16, I16, I16, Intrawave, CompV6>,
+    std::tuple<Row,
+               Row,
+               Row,
+               BF16,
+               BF16,
+               F32,
+               F16,
+               I64,
+               I64,
+               I32,
+               I16,
+               I16,
+               I16,
+               Intrawave,
+               CompV6>>;
+
+// Persistent CompV3 Pipeline Types
+using PersistentTestTypes = ::testing::Types<std::tuple<Row,
+                                                        Col,
+                                                        Row,
+                                                        F16,
+                                                        F16,
+                                                        F32,
+                                                        F16,
+                                                        I64,
+                                                        I64,
+                                                        I32,
+                                                        I16,
+                                                        I16,
+                                                        I16,
+                                                        Intrawave,
+                                                        CompV3,
+                                                        Persistent>,
+                                             std::tuple<Row,
+                                                        Col,
+                                                        Row,
+                                                        F16,
+                                                        F16,
+                                                        F32,
+                                                        F16,
+                                                        I64,
+                                                        I64,
+                                                        I32,
+                                                        I16,
+                                                        I16,
+                                                        I16,
+                                                        Intrawave,
+                                                        CompV3,
+                                                        NonPersistent>>;
+
+#if defined(CK_TILE_USE_WMMA)
+// Persistent CompV3 Pipeline WMMA Types
+using PersistentWmmaTestTypes = ::testing::Types<std::tuple<Row,
+                                                            Col,
+                                                            Row,
+                                                            F16,
+                                                            F16,
+                                                            F32,
+                                                            F16,
+                                                            I64,
+                                                            I64,
+                                                            I32,
+                                                            I16,
+                                                            I16,
+                                                            I16,
+                                                            Intrawave,
+                                                            CompV3,
+                                                            Persistent>,
+                                                 std::tuple<Row,
+                                                            Col,
+                                                            Row,
+                                                            F16,
+                                                            F16,
+                                                            F32,
+                                                            F16,
+                                                            I64,
+                                                            I64,
+                                                            I32,
+                                                            I16,
+                                                            I16,
+                                                            I16,
+                                                            Intrawave,
+                                                            CompV3,
+                                                            NonPersistent>>;
+#endif
+
+// ----------------------------------------------------------------------------
+// Test Suite Registrations
+// ----------------------------------------------------------------------------
+
+TYPED_TEST_SUITE(TestGemmMem, MemTestTypes);
+#if defined(CK_TILE_USE_WMMA)
+TYPED_TEST_SUITE(TestGemmMemWmma, MemWmmaTestTypes);
+#endif
+TYPED_TEST_SUITE(TestGemmCompV3, CompV3TestTypes);
+#if defined(CK_TILE_USE_WMMA)
+TYPED_TEST_SUITE(TestGemmCompV3Wmma, CompV3WmmaTestTypes);
+#endif
+TYPED_TEST_SUITE(TestGemmCompV4, CompV4TestTypes);
+#if defined(CK_TILE_USE_WMMA)
+TYPED_TEST_SUITE(TestGemmCompV4Wmma, CompV4WmmaTestTypes);
+#endif
+TYPED_TEST_SUITE(TestGemmCompV6, CompV6TestTypes);
+TYPED_TEST_SUITE(TestGemmPersistent, PersistentTestTypes);
+#if defined(CK_TILE_USE_WMMA)
+TYPED_TEST_SUITE(TestGemmPersistentWmma, PersistentWmmaTestTypes);
+#endif
+
+// ============================================================================
+// Memory Pipeline Tests (Mem)
+// ============================================================================
+
+#define TEST_SUITE_NAME TestGemmMem
+
+TYPED_TEST(TEST_SUITE_NAME, SmallM_SingleRow)
+{
+    std::vector<int> Ms{1};
+    constexpr int N = 1024;
+    constexpr int K = TestFixture::K_Tile * 2;
+
+    for(int M : Ms)
+    {
+        if constexpr(std::is_same_v<typename TestFixture::ALayout,
+                                    ck_tile::tensor_layout::gemm::ColumnMajor>)
+        {
+            EXPECT_THROW((this->Run(M, N, K)), std::runtime_error);
+        }
+        else
+        {
+            this->Run(M, N, K);
+        }
+    }
+}
+
+TYPED_TEST(TEST_SUITE_NAME, SingleTile)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, ExactlyTwoTiles_M)
+{
+    this->Run(TestFixture::M_Tile * 2, TestFixture::N_Tile, TestFixture::K_Tile * 2);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, ExactlyTwoTiles_N)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile * 2, TestFixture::K_Tile * 2);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, ExactlyTwoTiles_K)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile * 2);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Regular_512x1024x512)
+{
+    constexpr int M = 512;
+    constexpr int N = 1024;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Square_1024x1024x1024)
+{
+    constexpr int M = 1024;
+    constexpr int N = 1024;
+    constexpr int K = 1024;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, LargeMatrix_2048x2048x2048)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 2048;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, VeryLargeMatrix_4096x4096x4096)
+{
+    constexpr int M = 4096;
+    constexpr int N = 4096;
+    constexpr int K = 4096;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, TallSkinny_4096x128x1024)
+{
+    constexpr int M = 4096;
+    constexpr int N = 128;
+    constexpr int K = 1024;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, ShortWide_128x4096x1024)
+{
+    constexpr int M = 128;
+    constexpr int N = 4096;
+    constexpr int K = 1024;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, DeepNarrow_2048x2048x8192)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 8192;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, StressTest_ExtremelyTallMatrix)
+{
+    constexpr int M = 16384;
+    constexpr int N = 64;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, StressTest_ExtremelyWideMatrix)
+{
+    constexpr int M = 64;
+    constexpr int N = 16384;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, StressTest_VeryDeepK)
+{
+    constexpr int M = 1024;
+    constexpr int N = 1024;
+    constexpr int K = 16384;
+    this->Run(M, N, K);
+}
+
+#undef TEST_SUITE_NAME
+
+#if defined(CK_TILE_USE_WMMA)
+// ============================================================================
+// Memory Pipeline Tests with WMMA
+// ============================================================================
+
+#define TEST_SUITE_NAME TestGemmMemWmma
+
+TYPED_TEST(TEST_SUITE_NAME, SingleTile_WMMA)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Regular_WMMA)
+{
+    constexpr int M = 512;
+    constexpr int N = 1024;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, LargeMatrix_WMMA)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 2048;
+    this->Run(M, N, K);
+}
+
+#undef TEST_SUITE_NAME
+#endif // CK_TILE_USE_WMMA
+
+// ============================================================================
+// Compute V3 Pipeline Tests
+// ============================================================================
+
+#define TEST_SUITE_NAME TestGemmCompV3
+
+TYPED_TEST(TEST_SUITE_NAME, SmallM_CompV3)
+{
+    std::vector<int> Ms{1, 2};
+    constexpr int N = 1024;
+    std::vector<int> Ks;
+    for(auto K_count : {2, 4})
+    {
+        Ks.push_back(K_count * TestFixture::K_Tile);
+    }
+
+    for(int M : Ms)
+    {
+        for(int K : Ks)
+        {
+            if constexpr(std::is_same_v<typename TestFixture::ALayout,
+                                        ck_tile::tensor_layout::gemm::ColumnMajor>)
+            {
+                EXPECT_THROW((this->Run(M, N, K)), std::runtime_error);
+            }
+            else
+            {
+                this->Run(M, N, K);
+            }
+        }
+    }
+}
+
+TYPED_TEST(TEST_SUITE_NAME, SingleTile_CompV3)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, MidLargeM_CompV3)
+{
+    std::vector<int> Ms{127, 255};
+    constexpr int N = 1024;
+
+    std::vector<int> Ks;
+    for(auto K_count : {2, 4})
+    {
+        Ks.push_back(K_count * TestFixture::K_Tile);
+    }
+
+    constexpr int VecLoadSize = (std::is_same_v<typename TestFixture::ADataType, ck_tile::fp8_t> ||
+                                 std::is_same_v<typename TestFixture::ADataType, ck_tile::bf8_t> ||
+                                 std::is_same_v<typename TestFixture::ADataType, ck_tile::int8_t>)
+                                    ? 16
+                                    : 8;
+
+    for(int M : Ms)
+    {
+        for(int K : Ks)
+        {
+            if constexpr(std::is_same_v<typename TestFixture::ALayout,
+                                        ck_tile::tensor_layout::gemm::ColumnMajor>)
+            {
+                if(M % VecLoadSize == 0)
+                {
+                    this->Run(M, N, K);
+                }
+                else
+                {
+                    EXPECT_THROW((this->Run(M, N, K)), std::runtime_error);
+                }
+            }
+            else
+            {
+                this->Run(M, N, K);
+            }
+        }
+    }
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Regular_CompV3)
+{
+    constexpr int M = 512;
+    constexpr int N = 1024;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, LargeMatrix_CompV3)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 2048;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, BatchedSmall_CompV3)
+{
+    constexpr int M = 256;
+    constexpr int N = 256;
+    constexpr int K = 256;
+    this->Run(M, N, K);
+}
+
+#undef TEST_SUITE_NAME
+
+#if defined(CK_TILE_USE_WMMA)
+// ============================================================================
+// Compute V3 Pipeline Tests with WMMA
+// ============================================================================
+
+#define TEST_SUITE_NAME TestGemmCompV3Wmma
+
+TYPED_TEST(TEST_SUITE_NAME, SmallM_CompV3Wmma)
+{
+    std::vector<int> Ms{1, 2};
+    constexpr int N = 1024;
+    std::vector<int> Ks;
+    for(auto K_count : {2, 4})
+    {
+        Ks.push_back(K_count * TestFixture::K_Tile);
+    }
+
+    for(int M : Ms)
+    {
+        for(int K : Ks)
+        {
+            if constexpr(std::is_same_v<typename TestFixture::ALayout,
+                                        ck_tile::tensor_layout::gemm::ColumnMajor>)
+            {
+                EXPECT_THROW((this->Run(M, N, K)), std::runtime_error);
+            }
+            else
+            {
+                this->Run(M, N, K);
+            }
+        }
+    }
+}
+
+TYPED_TEST(TEST_SUITE_NAME, SingleTile_CompV3Wmma)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Regular_CompV3Wmma)
+{
+    constexpr int M = 512;
+    constexpr int N = 1024;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, LargeMatrix_CompV3Wmma)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 2048;
+    this->Run(M, N, K);
+}
+
+#undef TEST_SUITE_NAME
+#endif // CK_TILE_USE_WMMA
+
+// ============================================================================
+// Compute V4 Pipeline Tests
+// ============================================================================
+
+#define TEST_SUITE_NAME TestGemmCompV4
+
+TYPED_TEST(TEST_SUITE_NAME, SmallM_CompV4)
+{
+    std::vector<int> Ms{1, 2};
+    constexpr int N = 1024;
+    std::vector<int> Ks;
+    for(auto K_count : {2, 4})
+    {
+        Ks.push_back(K_count * TestFixture::K_Tile);
+    }
+
+    for(int M : Ms)
+    {
+        for(int K : Ks)
+        {
+            if constexpr(std::is_same_v<typename TestFixture::ALayout,
+                                        ck_tile::tensor_layout::gemm::ColumnMajor>)
+            {
+                EXPECT_THROW((this->Run(M, N, K)), std::runtime_error);
+            }
+            else
+            {
+                this->Run(M, N, K);
+            }
+        }
+    }
+}
+
+TYPED_TEST(TEST_SUITE_NAME, SingleTile_CompV4)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Regular_CompV4)
+{
+    constexpr int M = 512;
+    constexpr int N = 1024;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, LargeMatrix_CompV4)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 2048;
+    this->Run(M, N, K);
+}
+
+#undef TEST_SUITE_NAME
+
+#if defined(CK_TILE_USE_WMMA)
+// ============================================================================
+// Compute V4 Pipeline Tests with WMMA
+// ============================================================================
+
+#define TEST_SUITE_NAME TestGemmCompV4Wmma
+
+TYPED_TEST(TEST_SUITE_NAME, SingleTile_CompV4Wmma)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Regular_CompV4Wmma)
+{
+    constexpr int M = 512;
+    constexpr int N = 1024;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, LargeMatrix_CompV4Wmma)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 2048;
+    this->Run(M, N, K);
+}
+
+#undef TEST_SUITE_NAME
+#endif // CK_TILE_USE_WMMA
+
+// ============================================================================
+// Compute V6 Pipeline Tests
+// ============================================================================
+
+#define TEST_SUITE_NAME TestGemmCompV6
+
+TYPED_TEST(TEST_SUITE_NAME, SmallM_CompV6)
+{
+    std::vector<int> Ms{1, 2};
+    constexpr int N = 1024;
+    std::vector<int> Ks;
+    for(auto K_count : {2, 4})
+    {
+        Ks.push_back(K_count * TestFixture::K_Tile);
+    }
+
+    for(int M : Ms)
+    {
+        for(int K : Ks)
+        {
+            if constexpr(std::is_same_v<typename TestFixture::ALayout,
+                                        ck_tile::tensor_layout::gemm::ColumnMajor>)
+            {
+                EXPECT_THROW((this->Run(M, N, K)), std::runtime_error);
+            }
+            else
+            {
+                this->Run(M, N, K);
+            }
+        }
+    }
+}
+
+TYPED_TEST(TEST_SUITE_NAME, SingleTile_CompV6)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, MidLargeM_CompV6)
+{
+    std::vector<int> Ms{127, 255};
+    constexpr int N = 1024;
+
+    std::vector<int> Ks;
+    for(auto K_count : {2, 4})
+    {
+        Ks.push_back(K_count * TestFixture::K_Tile);
+    }
+
+    constexpr int VecLoadSize = (std::is_same_v<typename TestFixture::ADataType, ck_tile::fp8_t> ||
+                                 std::is_same_v<typename TestFixture::ADataType, ck_tile::bf8_t> ||
+                                 std::is_same_v<typename TestFixture::ADataType, ck_tile::int8_t>)
+                                    ? 16
+                                    : 8;
+
+    for(int M : Ms)
+    {
+        for(int K : Ks)
+        {
+            if constexpr(std::is_same_v<typename TestFixture::ALayout,
+                                        ck_tile::tensor_layout::gemm::ColumnMajor>)
+            {
+                if(M % VecLoadSize == 0)
+                {
+                    this->Run(M, N, K);
+                }
+                else
+                {
+                    EXPECT_THROW((this->Run(M, N, K)), std::runtime_error);
+                }
+            }
+            else
+            {
+                this->Run(M, N, K);
+            }
+        }
+    }
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Regular_CompV6)
+{
+    constexpr int M = 512;
+    constexpr int N = 1024;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, LargeMatrix_CompV6)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 2048;
+    this->Run(M, N, K);
+}
+
+#undef TEST_SUITE_NAME
+
+// ============================================================================
+// Persistent Kernel Tests
+// ============================================================================
+
+#define TEST_SUITE_NAME TestGemmPersistent
+
+TYPED_TEST(TEST_SUITE_NAME, SmallM_Persistent)
+{
+    std::vector<int> Ms{1, 2};
+    constexpr int N = 1024;
+    std::vector<int> Ks;
+    for(auto K_count : {2, 4})
+    {
+        Ks.push_back(K_count * TestFixture::K_Tile);
+    }
+
+    for(int M : Ms)
+    {
+        for(int K : Ks)
+        {
+            if constexpr(std::is_same_v<typename TestFixture::ALayout,
+                                        ck_tile::tensor_layout::gemm::ColumnMajor>)
+            {
+                EXPECT_THROW((this->Run(M, N, K)), std::runtime_error);
+            }
+            else
+            {
+                this->Run(M, N, K);
+            }
+        }
+    }
+}
+
+TYPED_TEST(TEST_SUITE_NAME, SingleTile_Persistent)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Regular_Persistent)
+{
+    constexpr int M = 512;
+    constexpr int N = 1024;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, LargeMatrix_Persistent)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 2048;
+    this->Run(M, N, K);
+}
+
+#undef TEST_SUITE_NAME
+
+#if defined(CK_TILE_USE_WMMA)
+// ============================================================================
+// Persistent Kernel Tests with WMMA
+// ============================================================================
+
+#define TEST_SUITE_NAME TestGemmPersistentWmma
+
+TYPED_TEST(TEST_SUITE_NAME, SmallM_PersistentWmma)
+{
+    std::vector<int> Ms{1, 2};
+    constexpr int N = 1024;
+    std::vector<int> Ks;
+    for(auto K_count : {2, 4})
+    {
+        Ks.push_back(K_count * TestFixture::K_Tile);
+    }
+
+    for(int M : Ms)
+    {
+        for(int K : Ks)
+        {
+            if constexpr(std::is_same_v<typename TestFixture::ALayout,
+                                        ck_tile::tensor_layout::gemm::ColumnMajor>)
+            {
+                EXPECT_THROW((this->Run(M, N, K)), std::runtime_error);
+            }
+            else
+            {
+                this->Run(M, N, K);
+            }
+        }
+    }
+}
+
+TYPED_TEST(TEST_SUITE_NAME, SingleTile_PersistentWmma)
+{
+    this->Run(TestFixture::M_Tile, TestFixture::N_Tile, TestFixture::K_Tile);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, Regular_PersistentWmma)
+{
+    constexpr int M = 512;
+    constexpr int N = 1024;
+    constexpr int K = 512;
+    this->Run(M, N, K);
+}
+
+TYPED_TEST(TEST_SUITE_NAME, LargeMatrix_PersistentWmma)
+{
+    constexpr int M = 2048;
+    constexpr int N = 2048;
+    constexpr int K = 2048;
+    this->Run(M, N, K);
+}
+
+#undef TEST_SUITE_NAME
+#endif // CK_TILE_USE_WMMA