/* ************************************************************************ * Copyright (C) 2018-2025 Advanced Micro Devices, Inc. All rights reserved. * * 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 cop- * ies 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 IM- * PLIED, 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 CONNE- * CTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. * * ************************************************************************ */ #pragma once #include "testing_common.hpp" /* ============================================================================================ */ template void testing_dgmm_bad_arg(const Arguments& arg) { auto rocblas_dgmm_fn = arg.api & c_API_FORTRAN ? rocblas_dgmm : rocblas_dgmm; auto rocblas_dgmm_fn_64 = arg.api & c_API_FORTRAN ? rocblas_dgmm_64 : rocblas_dgmm_64; const int64_t M = 100; const int64_t N = 101; const int64_t lda = 100; const int64_t incx = 1; const int64_t ldc = 100; rocblas_side side = rocblas_side_left; // no device/host loop required as no difference rocblas_local_handle handle{arg}; rocblas_int K = rocblas_side_right == side ? N : M; // Allocate device memory DEVICE_MEMCHECK(device_matrix, dA, (M, N, lda)); DEVICE_MEMCHECK(device_vector, dx, (K, incx)); DEVICE_MEMCHECK(device_matrix, dC, (M, N, ldc)); DAPI_EXPECT(rocblas_status_invalid_handle, rocblas_dgmm_fn, (nullptr, side, M, N, dA, lda, dx, incx, dC, ldc)); DAPI_EXPECT(rocblas_status_invalid_value, rocblas_dgmm_fn, (handle, (rocblas_side)rocblas_fill_full, M, N, dA, lda, dx, incx, dC, ldc)); // sizes and quick returns done in normal test harness DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_dgmm_fn, (handle, side, M, N, nullptr, lda, dx, incx, dC, ldc)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_dgmm_fn, (handle, side, M, N, dA, lda, nullptr, incx, dC, ldc)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_dgmm_fn, (handle, side, M, N, dA, lda, dx, incx, nullptr, ldc)); } template void testing_dgmm(const Arguments& arg) { auto rocblas_dgmm_fn = arg.api & c_API_FORTRAN ? rocblas_dgmm : rocblas_dgmm; auto rocblas_dgmm_fn_64 = arg.api & c_API_FORTRAN ? rocblas_dgmm_64 : rocblas_dgmm_64; rocblas_side side = char2rocblas_side(arg.side); int64_t M = arg.M; int64_t N = arg.N; int64_t K = rocblas_side_right == side ? size_t(N) : size_t(M); int64_t lda = arg.lda; int64_t incx = arg.incx; int64_t ldc = arg.ldc; double cpu_time_used; double rocblas_error = std::numeric_limits::max(); rocblas_local_handle handle{arg}; // argument sanity check before allocating invalid memory bool invalid_size = M < 0 || N < 0 || lda < M || ldc < M; if(invalid_size || !M || !N) { DAPI_EXPECT(invalid_size ? rocblas_status_invalid_size : rocblas_status_success, rocblas_dgmm_fn, (handle, side, M, N, nullptr, lda, nullptr, incx, nullptr, ldc)); return; } // Naming: `h` is in CPU (host) memory(eg hA), `d` is in GPU (device) memory (eg dA). // Allocate host memory HOST_MEMCHECK(host_matrix, hA, (M, N, lda)); HOST_MEMCHECK(host_vector, hx, (K, incx)); HOST_MEMCHECK(host_matrix, hC, (M, N, ldc)); HOST_MEMCHECK(host_matrix, hC_gold, (M, N, ldc)); // Allocate device memory DEVICE_MEMCHECK(device_matrix, dA, (M, N, lda)); DEVICE_MEMCHECK(device_vector, dx, (K, incx)); DEVICE_MEMCHECK(device_matrix, dC, (M, N, ldc)); // Initialize data on host memory rocblas_init_matrix(hA, arg, rocblas_client_never_set_nan, rocblas_client_general_matrix, true); rocblas_init_vector(hx, arg, rocblas_client_never_set_nan, false, true); rocblas_init_matrix(hC, arg, rocblas_client_never_set_nan, rocblas_client_general_matrix); // copy data from CPU to device CHECK_HIP_ERROR(dA.transfer_from(hA)); CHECK_HIP_ERROR(dx.transfer_from(hx)); CHECK_HIP_ERROR(dC.transfer_from(hC)); if(arg.unit_check || arg.norm_check) { // ROCBLAS handle.pre_test(arg); DAPI_CHECK(rocblas_dgmm_fn, (handle, side, M, N, dA, lda, dx, incx, dC, ldc)); handle.post_test(arg); // fecth from GPU CHECK_HIP_ERROR(hC.transfer_from(dC)); if(arg.repeatability_check) { HOST_MEMCHECK(host_matrix, hC_copy, (M, N, ldc)); // multi-GPU support int device_id, device_count; CHECK_HIP_ERROR(limit_device_count(device_count, (int)arg.devices)); for(int dev_id = 0; dev_id < device_count; dev_id++) { CHECK_HIP_ERROR(hipGetDevice(&device_id)); if(device_id != dev_id) CHECK_HIP_ERROR(hipSetDevice(dev_id)); //New rocblas handle for new device rocblas_local_handle handle_copy{arg}; //Allocate device memory in new device DEVICE_MEMCHECK(device_matrix, dA_copy, (M, N, lda)); DEVICE_MEMCHECK(device_vector, dx_copy, (K, incx)); DEVICE_MEMCHECK(device_matrix, dC_copy, (M, N, ldc)); // copy data from CPU to device CHECK_HIP_ERROR(dA_copy.transfer_from(hA)); CHECK_HIP_ERROR(dx_copy.transfer_from(hx)); CHECK_HIP_ERROR(dC_copy.transfer_from(hC)); CHECK_ROCBLAS_ERROR( rocblas_set_pointer_mode(handle_copy, rocblas_pointer_mode_device)); for(int runs = 0; runs < arg.iters; runs++) { DAPI_CHECK( rocblas_dgmm_fn, (handle_copy, side, M, N, dA_copy, lda, dx_copy, incx, dC_copy, ldc)); CHECK_HIP_ERROR(hC_copy.transfer_from(dC_copy)); unit_check_general(M, N, ldc, hC, hC_copy); } } return; } // reference calculation for golden result cpu_time_used = get_time_us_no_sync(); ref_dgmm(side, M, N, hA, lda, hx, incx, hC_gold, ldc); cpu_time_used = get_time_us_no_sync() - cpu_time_used; if(arg.unit_check) { unit_check_general(M, N, ldc, hC_gold, hC); } if(arg.norm_check) { rocblas_error = norm_check_general('F', M, N, ldc, hC_gold, hC); } } // end of if unit/norm check if(arg.timing) { double gpu_time_used; int number_cold_calls = arg.cold_iters; int total_calls = number_cold_calls + arg.iters; hipStream_t stream; CHECK_ROCBLAS_ERROR(rocblas_get_stream(handle, &stream)); for(int iter = 0; iter < total_calls; iter++) { if(iter == number_cold_calls) gpu_time_used = get_time_us_sync(stream); DAPI_DISPATCH(rocblas_dgmm_fn, (handle, side, M, N, dA, lda, dx, incx, dC, ldc)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; // in microseconds ArgumentModel{}.log_args( rocblas_cout, arg, gpu_time_used, dgmm_gflop_count(M, N), ArgumentLogging::NA_value, cpu_time_used, rocblas_error); } }