diff --git a/example/65_gemm_multiply_multiply/CMakeLists.txt b/example/65_gemm_multiply_multiply/CMakeLists.txt index bac04b653c..68768b54f9 100644 --- a/example/65_gemm_multiply_multiply/CMakeLists.txt +++ b/example/65_gemm_multiply_multiply/CMakeLists.txt @@ -52,15 +52,4 @@ target_compile_options(example_gemm_multiply_multiply_xdl_fp8_ab_scale PRIVATE $ target_compile_options(example_gemm_multiply_multiply_xdl_fp8_blockscale_bpreshuffle PRIVATE ${BLOCKSCALE_GEMM_OPTIONS}) target_compile_options(example_moe_gemm2_xdl_fp8_blockscale PRIVATE ${BLOCKSCALE_GEMM_OPTIONS}) -target_compile_options(example_moe_gemm1_xdl_fp8_blockscale PRIVATE ${BLOCKSCALE_GEMM_OPTIONS}) - -#hacky fix for bs_moe_stage2 with rocm < 6.4 -list(APPEND gpu_list gfx942 gfx950) -set(target 0) -foreach(gpu IN LISTS GPU_TARGETS) - if(gpu IN_LIST gpu_list AND target EQUAL 0) - target_compile_definitions(example_moe_gemm2_xdl_fp8_blockscale PRIVATE MOE_STAGE2_ASM_DIR="${CMAKE_CURRENT_SOURCE_DIR}/hsa/${gpu}/") - target_compile_definitions(example_moe_gemm1_xdl_fp8_blockscale PRIVATE MOE_STAGE2_ASM_DIR="${CMAKE_CURRENT_SOURCE_DIR}/hsa/${gpu}/") - set(target 1) - endif() -endforeach() \ No newline at end of file +target_compile_options(example_moe_gemm1_xdl_fp8_blockscale PRIVATE ${BLOCKSCALE_GEMM_OPTIONS}) \ No newline at end of file diff --git a/example/65_gemm_multiply_multiply/hsa/gfx942/moe_bs_stage1_v1_32x128x128_gelu.co b/example/65_gemm_multiply_multiply/hsa/gfx942/moe_bs_stage1_v1_32x128x128_gelu.co deleted file mode 100755 index 9b5ff1117b..0000000000 Binary files a/example/65_gemm_multiply_multiply/hsa/gfx942/moe_bs_stage1_v1_32x128x128_gelu.co and /dev/null differ diff --git a/example/65_gemm_multiply_multiply/hsa/gfx942/moe_bs_stage1_v1_32x128x128_silu.co b/example/65_gemm_multiply_multiply/hsa/gfx942/moe_bs_stage1_v1_32x128x128_silu.co deleted file mode 100644 index 50369a50a1..0000000000 Binary files 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--git a/include/ck/ck.hpp b/include/ck/ck.hpp index e001127f88..e38f166c1a 100644 --- a/include/ck/ck.hpp +++ b/include/ck/ck.hpp @@ -169,9 +169,6 @@ // operations #define CK_USE_PK4_LAYOUT_SHUFFLE 1 -// using .co compiled shader for moe_stage2_blockscale -#define CK_USE_ASM_MOE_BLOCKSCALE 0 - // block synchronization only s_wait lgkmcnt(0), not vmcnt(0) #define CK_EXPERIMENTAL_BLOCK_SYNC_LDS_WITHOUT_SYNC_VMEM 1 diff --git a/include/ck/host_utility/kernel_launch.hpp b/include/ck/host_utility/kernel_launch.hpp index e22a5053bf..11a1c9bbc0 100644 --- a/include/ck/host_utility/kernel_launch.hpp +++ b/include/ck/host_utility/kernel_launch.hpp @@ -167,260 +167,4 @@ float launch_and_time_kernel_with_preprocess(const StreamConfig& stream_config, return 0; #endif } - -template -float launch_and_time_kernel_from_module(const StreamConfig& stream_config, - std::string hsa_dir, - std::string kernel_name, - dim3 grid_dim, - dim3 block_dim, - std::size_t lds_byte, - Args args) -{ - hipModule_t module; - hipFunction_t kernel_func; - // printf("hsa_dir: %s, func: %s,\n", hsa_dir.c_str(), kernel_name.c_str()); - hip_check_error(hipModuleLoad(&module, hsa_dir.c_str())); - hip_check_error(hipModuleGetFunction(&kernel_func, module, kernel_name.c_str())); - auto arg_size = sizeof(args); - auto arg_ptr = args; - void* config[] = {reinterpret_cast(0x1), - reinterpret_cast(&arg_ptr), - reinterpret_cast(0x2), - &arg_size, - reinterpret_cast(0x3)}; -#if CK_TIME_KERNEL - if(stream_config.time_kernel_) - { - if(ck::EnvIsEnabled(CK_ENV(CK_LOGGING))) - { - printf("%s: grid_dim {%u, %u, %u}, block_dim {%u, %u, %u} \n", - __func__, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z); - - printf("Warm up %d times\n", stream_config.cold_niters_); - } - // warm up - for(int i = 0; i < stream_config.cold_niters_; ++i) - { - hip_check_error(hipModuleLaunchKernel(kernel_func, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z, - lds_byte, - stream_config.stream_id_, - nullptr, - reinterpret_cast(&config))); - } - - const int nrepeat = stream_config.nrepeat_; - if(ck::EnvIsEnabled(CK_ENV(CK_LOGGING))) - { - printf("Start running %d times...\n", nrepeat); - } - hipEvent_t start, stop; - - hip_check_error(hipEventCreate(&start)); - hip_check_error(hipEventCreate(&stop)); - - hip_check_error(hipDeviceSynchronize()); - hip_check_error(hipEventRecord(start, stream_config.stream_id_)); - - for(int i = 0; i < nrepeat; ++i) - { - hip_check_error(hipModuleLaunchKernel(kernel_func, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z, - lds_byte, - stream_config.stream_id_, - nullptr, - reinterpret_cast(&config))); - } - - hip_check_error(hipEventRecord(stop, stream_config.stream_id_)); - hip_check_error(hipEventSynchronize(stop)); - - float total_time = 0; - - hip_check_error(hipEventElapsedTime(&total_time, start, stop)); - - hip_check_error(hipEventDestroy(start)); - hip_check_error(hipEventDestroy(stop)); - - return total_time / nrepeat; - } - else - { - hip_check_error(hipModuleLaunchKernel(kernel_func, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z, - lds_byte, - stream_config.stream_id_, - nullptr, - reinterpret_cast(&config))); - - return 0; - } -#else - hip_check_error(hipModuleLaunchKernel(kernel_func, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z, - lds_byte, - stream_config.stream_id_, - nullptr, - reinterpret_cast(&config))); - - return 0; -#endif -} - -template -float launch_and_time_kernel_from_module_with_preprocess(const StreamConfig& stream_config, - PreProcessFunc preprocess, - std::string hsa_dir, - std::string kernel_name, - dim3 grid_dim, - dim3 block_dim, - std::size_t lds_byte, - Args args) -{ - hipModule_t module; - hipFunction_t kernel_func; - - hip_check_error(hipModuleLoad(&module, hsa_dir.c_str())); - hip_check_error(hipModuleGetFunction(&kernel_func, module, kernel_name.c_str())); - auto arg_size = sizeof(args); - auto arg_ptr = args; - void* config[] = {reinterpret_cast(0x1), - reinterpret_cast(&arg_ptr), - reinterpret_cast(0x2), - &arg_size, - reinterpret_cast(0x3)}; -#if CK_TIME_KERNEL - if(stream_config.time_kernel_) - { - if(ck::EnvIsEnabled(CK_ENV(CK_LOGGING))) - { - printf("%s: grid_dim {%u, %u, %u}, block_dim {%u, %u, %u} \n", - __func__, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z); - - printf("Warm up %d times\n", stream_config.cold_niters_); - } - // warm up - preprocess(); - for(int i = 0; i < stream_config.cold_niters_; ++i) - { - hip_check_error(hipModuleLaunchKernel(kernel_func, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z, - lds_byte, - stream_config.stream_id_, - nullptr, - reinterpret_cast(&config))); - } - - const int nrepeat = stream_config.nrepeat_; - if(ck::EnvIsEnabled(CK_ENV(CK_LOGGING))) - { - printf("Start running %d times...\n", nrepeat); - } - hipEvent_t start, stop; - - hip_check_error(hipEventCreate(&start)); - hip_check_error(hipEventCreate(&stop)); - - hip_check_error(hipDeviceSynchronize()); - hip_check_error(hipEventRecord(start, stream_config.stream_id_)); - - for(int i = 0; i < nrepeat; ++i) - { - preprocess(); - hip_check_error(hipModuleLaunchKernel(kernel_func, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z, - lds_byte, - stream_config.stream_id_, - nullptr, - reinterpret_cast(&config))); - } - - hip_check_error(hipEventRecord(stop, stream_config.stream_id_)); - hip_check_error(hipEventSynchronize(stop)); - - float total_time = 0; - - hip_check_error(hipEventElapsedTime(&total_time, start, stop)); - - hip_check_error(hipEventDestroy(start)); - hip_check_error(hipEventDestroy(stop)); - - return total_time / nrepeat; - } - else - { - preprocess(); - hip_check_error(hipModuleLaunchKernel(kernel_func, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z, - lds_byte, - stream_config.stream_id_, - nullptr, - reinterpret_cast(&config))); - - return 0; - } -#else - hip_check_error(hipModuleLaunchKernel(kernel_func, - grid_dim.x, - grid_dim.y, - grid_dim.z, - block_dim.x, - block_dim.y, - block_dim.z, - lds_byte, - stream_config.stream_id_, - nullptr, - reinterpret_cast(&config))); - - return 0; -#endif -} #endif diff --git a/include/ck/tensor_operation/gpu/device/impl/device_moe_gemm_blockscale.hpp b/include/ck/tensor_operation/gpu/device/impl/device_moe_gemm_blockscale.hpp index 736f781964..1f25875193 100644 --- a/include/ck/tensor_operation/gpu/device/impl/device_moe_gemm_blockscale.hpp +++ b/include/ck/tensor_operation/gpu/device/impl/device_moe_gemm_blockscale.hpp @@ -201,77 +201,6 @@ struct DeviceMoeGemmBlockScale index_t K_split = (arg.K + k_grain - 1) / k_grain * KPerBlock; const bool has_main_k_block_loop = GridwiseGemm::CalculateHasMainKBlockLoop(K_split); - -#if CK_USE_ASM_MOE_BLOCKSCALE - const auto RunKernel = [&](const auto& hsa, const auto& kernel_name) { -// printf("Loading hip kernel\n"); -#ifndef MOE_STAGE2_ASM_DIR - printf("Failed to get moe_asm_dir.\n"); - return; -#endif - if(stream_config.flush_cache) - { - - std::array DsSize; - - Argument arg_ = arg; - - const auto a_grid_desc_ak0_m_ak1 = GridwiseGemm::MakeAGridDescriptor_AK0_M_AK1( - arg_.M, arg_.MPadded, arg_.K, arg_.KPadded, arg_.StrideA, arg_.AK0); - const auto b_grid_desc_bk0_n_bk1 = GridwiseGemm::MakeBGridDescriptor_BK0_N_BK1( - arg_.K, arg_.KPadded, arg_.N, arg_.NPadded, arg_.StrideB, arg_.BK0); - - auto size_a_buffer = - a_grid_desc_ak0_m_ak1.GetElementSpaceSize() * sizeof(ADataType); - auto size_b_buffer = - b_grid_desc_bk0_n_bk1.GetElementSpaceSize() * sizeof(BDataType); - - const auto ds_grid_desc_m_n = GridwiseGemm::MakeDsGridDescriptor_M_N( - arg_.M, arg_.MPadded, arg_.N, arg_.NPadded, arg_.StrideDs); - - static_for<0, NumDTensor, 1>{}([&](auto i) { - using DDataType = remove_cvref_t>; - DsSize[i] = ds_grid_desc_m_n[i].GetElementSpaceSize() * sizeof(DDataType); - }); - ck::utility::RotatingMemWrapperMultiD rotating_mem( - arg_, stream_config.rotating_count, size_a_buffer, size_b_buffer, DsSize); - rotating_mem.Print(); - - auto run_flush_cache = [&]() { - // flush icache - ck::utility::flush_icache(); - // rotating mem - rotating_mem.Next(); - // clear c mem - if(arg_.KBatch > 1) - hipGetErrorString(hipMemsetAsync(arg_.p_c_grid, - 0, - arg_.M * arg_.N * sizeof(CDataType), - stream_config.stream_id_)); - }; - ave_time = launch_and_time_kernel_from_module_with_preprocess( - stream_config, - run_flush_cache, - std::string(MOE_STAGE2_ASM_DIR) + hsa, - kernel_name, - dim3(gdx, gdy, gdz), - dim3(BlockSize), - 0, - arg); - } - else - { - ave_time = - launch_and_time_kernel_from_module(stream_config, - std::string(MOE_STAGE2_ASM_DIR) + hsa, - kernel_name, - dim3(gdx, gdy, gdz), - dim3(BlockSize), - 0, - arg); - } - }; -#else const auto RunKernel = [&](const auto& kernel) { if(stream_config.flush_cache) { @@ -335,7 +264,6 @@ struct DeviceMoeGemmBlockScale stream_config, kernel, dim3(gdx, gdy, gdz), dim3(BlockSize), 0, arg); } }; -#endif // constexpr auto estimated_reg_a = MPerBlock * KPerBlock * sizeof(ADataType) / // BlockSize / @@ -352,137 +280,6 @@ struct DeviceMoeGemmBlockScale constexpr auto MemoryDataOp = IsInputGemm ? InMemoryDataOperationEnum::Set : InMemoryDataOperationEnum::AtomicAdd; -#if CK_USE_ASM_MOE_BLOCKSCALE - (void)minimum_occupancy; - (void)MemoryDataOp; - // do_weight stage check - if(MulRoutedWeight == IsInputGemm) - { - throw std::runtime_error("MOE_BS_ASM Faild: Only gemm2 can do weight.\n"); - } - // get .co file name for ASM. select by version and shape. - std::string hsa_name = ""; - if constexpr(BlkGemmPipelineVer == BlockGemmPipelineVersion::v1) - { - if(IsInputGemm) - { - if constexpr(MPerBlock == 32) - { - hsa_name = std::string("moe_bs_stage1_v1_32x128x128"); - } - else if constexpr(MPerBlock == 64) - { - hsa_name = std::string("moe_bs_stage1_v1_64x128x128"); - } - else - { - throw std::runtime_error( - "MOE_BS_ASM Faild: Gemm2 only support 32x128x128 or 64x128x1288.\n"); - } - if constexpr(ActivationOP == Activation::silu_and_mul) - { - hsa_name += "_silu"; - } - else if constexpr(ActivationOP == Activation::gelu_and_mul) - { - hsa_name += "_gelu"; - } - else - { - throw std::runtime_error( - "MOE_BS_ASM Faild: Gemm1 ACT only support silu or gelu.\n"); - } - } - else - { - if constexpr(MPerBlock == 32) - { - hsa_name = std::string("moe_bs_stage2_v1_32x128x128"); - } - else if constexpr(MPerBlock == 128) - { - hsa_name = std::string("moe_bs_stage2_v1_128x128x128"); - } - else - { - throw std::runtime_error( - "MOE_BS_ASM Faild: Gemm2 only support 32x128x128 or 128x128x1288.\n"); - } - } - } - else if constexpr(BlkGemmPipelineVer == BlockGemmPipelineVersion::v3) - { - if(IsInputGemm) - { - if constexpr(MPerBlock == 64) - { - hsa_name = std::string("moe_bs_stage1_v3_64x128x128"); - } - else - { - throw std::runtime_error( - "MOE_BS_ASM Faild: v3 only support 64x128x1288.\n"); - } - if constexpr(ActivationOP == Activation::silu_and_mul) - { - hsa_name += "_silu"; - } - else if constexpr(ActivationOP == Activation::gelu_and_mul) - { - hsa_name += "_gelu"; - } - else - { - throw std::runtime_error( - "MOE_BS_ASM Faild: Gemm1 ACT only support silu or gelu.\n"); - } - } - else - { - if constexpr(MPerBlock == 128) - { - hsa_name = std::string("moe_bs_stage2_v3_128x128x128"); - } - else if constexpr(MPerBlock == 64) - { - hsa_name = std::string("moe_bs_stage2_v3_64x128x128"); - } - else - { - throw std::runtime_error( - "MOE_BS_ASM Faild: v3 only support 128x128x128 or 64x128x128.\n"); - } - } - } - else - { - throw std::runtime_error("MOE_BS_ASM Faild: only support v1 or v3.\n"); - } - // launch kernel - if(has_main_k_block_loop) - { - if(GridwiseGemm::CalculateKBlockLoopTailNum(K_split) == TailNumber::Odd) - { - RunKernel(hsa_name + ".co", std::string("odd_loop")); - } - else - { - RunKernel(hsa_name + ".co", std::string("even_loop")); - } - } - else - { - // Tail number always 1 - if(GridwiseGemm::CalculateKBlockLoopTailNum(K_split) == TailNumber::Odd) - { - RunKernel(hsa_name + ".co", std::string("odd_noloop")); - } - else - { - RunKernel(hsa_name + ".co", std::string("even_noloop")); - } - } -#else if(has_main_k_block_loop) { // Tail number always full @@ -584,7 +381,6 @@ struct DeviceMoeGemmBlockScale } } } -#endif #endif return ave_time;