/* ************************************************************************ * Copyright (C) 2020-2025 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_gemmt_bad_arg(const Arguments& arg) { auto rocblas_gemmt_fn = arg.api & c_API_FORTRAN ? rocblas_gemmt : rocblas_gemmt; auto rocblas_gemmt_fn_64 = arg.api & c_API_FORTRAN ? rocblas_gemmt_64 : rocblas_gemmt_64; for(auto pointer_mode : {rocblas_pointer_mode_host, rocblas_pointer_mode_device}) { rocblas_local_handle handle{arg}; CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, pointer_mode)); const rocblas_fill uplo = rocblas_fill_upper; const rocblas_operation transA = rocblas_operation_none; const rocblas_operation transB = rocblas_operation_none; const int64_t N = 100; const int64_t K = 100; const int64_t lda = 100; const int64_t ldb = 100; const int64_t ldc = 100; DEVICE_MEMCHECK(device_vector, alpha_d, (1)); DEVICE_MEMCHECK(device_vector, beta_d, (1)); DEVICE_MEMCHECK(device_vector, one_d, (1)); DEVICE_MEMCHECK(device_vector, zero_d, (1)); const T alpha_h(1), beta_h(2), one_h(1), zero_h(0); const T* alpha = &alpha_h; const T* beta = &beta_h; const T* one = &one_h; const T* zero = &zero_h; if(pointer_mode == rocblas_pointer_mode_device) { CHECK_HIP_ERROR(hipMemcpy(alpha_d, alpha, sizeof(*alpha), hipMemcpyHostToDevice)); alpha = alpha_d; CHECK_HIP_ERROR(hipMemcpy(beta_d, beta, sizeof(*beta), hipMemcpyHostToDevice)); beta = beta_d; CHECK_HIP_ERROR(hipMemcpy(one_d, one, sizeof(*one), hipMemcpyHostToDevice)); one = one_d; CHECK_HIP_ERROR(hipMemcpy(zero_d, zero, sizeof(*zero), hipMemcpyHostToDevice)); zero = zero_d; } size_t A_row = (transA == rocblas_operation_none ? N : std::max(K, int64_t(1))); size_t A_col = (transA == rocblas_operation_none ? std::max(K, int64_t(1)) : N); size_t B_row = (transB == rocblas_operation_none ? std::max(K, int64_t(1)) : N); size_t B_col = (transB == rocblas_operation_none ? N : std::max(K, int64_t(1))); // Allocate device memory DEVICE_MEMCHECK(device_matrix, dA, (A_row, A_col, lda)); DEVICE_MEMCHECK(device_matrix, dB, (B_row, B_col, ldb)); DEVICE_MEMCHECK(device_matrix, dC, (N, N, ldc)); // invalid values DAPI_EXPECT(rocblas_status_invalid_handle, rocblas_gemmt_fn, (nullptr, uplo, transA, transB, N, K, alpha, dA, lda, dB, ldb, beta, dC, ldc)); DAPI_EXPECT(rocblas_status_invalid_value, rocblas_gemmt_fn, (handle, rocblas_fill_full, transA, transB, N, K, alpha, dA, lda, dB, ldb, beta, dC, ldc)); DAPI_EXPECT(rocblas_status_invalid_value, rocblas_gemmt_fn, (handle, uplo, (rocblas_operation)rocblas_fill_full, transB, N, K, alpha, dA, lda, dB, ldb, beta, dC, ldc)); DAPI_EXPECT(rocblas_status_invalid_value, rocblas_gemmt_fn, (handle, uplo, transA, (rocblas_operation)rocblas_fill_full, N, K, alpha, dA, lda, dB, ldb, beta, dC, ldc)); // alpha/beta pointer checks DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, nullptr, dA, lda, dB, ldb, beta, dC, ldc)); DAPI_EXPECT( rocblas_status_invalid_pointer, rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, alpha, dA, lda, dB, ldb, nullptr, dC, ldc)); if(pointer_mode == rocblas_pointer_mode_host) { // alpha and beta can only be inspected in host_mode so A and B validated DAPI_EXPECT( rocblas_status_invalid_pointer, rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, alpha, nullptr, lda, dB, ldb, beta, dC, ldc)); DAPI_EXPECT( rocblas_status_invalid_pointer, rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, alpha, dA, lda, nullptr, ldb, beta, dC, ldc)); DAPI_EXPECT( rocblas_status_invalid_pointer, rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, alpha, dA, lda, dB, ldb, beta, nullptr, ldc)); } // size DAPI_EXPECT( rocblas_status_invalid_size, rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, alpha, dA, lda - 1, dB, ldb, beta, dC, ldc)); DAPI_EXPECT( rocblas_status_invalid_size, rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, alpha, dA, lda, dB, ldb - 1, beta, dC, ldc)); DAPI_EXPECT( rocblas_status_invalid_size, rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, alpha, dA, lda, dB, ldb, beta, dC, ldc - 1)); // N==0 quick return for no ops with null pointers DAPI_CHECK(rocblas_gemmt_fn, (handle, uplo, transA, transB, 0, K, nullptr, nullptr, lda, dB, ldb, nullptr, nullptr, ldc)); // k==0 and beta==1 all A, B, C pointers may be null DAPI_CHECK(rocblas_gemmt_fn, (handle, uplo, transA, transB, N, 0, alpha, nullptr, lda, nullptr, ldb, one, nullptr, ldc)); // alpha==0 and beta==1 all pointers may be null DAPI_CHECK(rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, zero, nullptr, lda, nullptr, ldb, one, nullptr, ldc)); } } template void testing_gemmt(const Arguments& arg) { auto rocblas_gemmt_fn = arg.api & c_API_FORTRAN ? rocblas_gemmt : rocblas_gemmt; auto rocblas_gemmt_fn_64 = arg.api & c_API_FORTRAN ? rocblas_gemmt_64 : rocblas_gemmt_64; rocblas_local_handle handle{arg}; rocblas_fill uplo = char2rocblas_fill(arg.uplo); rocblas_operation transA = char2rocblas_operation(arg.transA); rocblas_operation transB = char2rocblas_operation(arg.transB); int64_t N = arg.N; int64_t K = arg.K; int64_t lda = arg.lda; int64_t ldb = arg.ldb; int64_t ldc = arg.ldc; T alpha = arg.get_alpha(); T beta = arg.get_beta(); double cpu_time_used; double error_host = 0.0; double error_device = 0.0; size_t A_row = (transA == rocblas_operation_none ? N : std::max(K, int64_t(1))); size_t A_col = (transA == rocblas_operation_none ? std::max(K, int64_t(1)) : N); size_t B_row = (transB == rocblas_operation_none ? std::max(K, int64_t(1)) : N); size_t B_col = (transB == rocblas_operation_none ? N : std::max(K, int64_t(1))); // Note: K==0 is not an early exit, since C still needs to be multiplied by beta bool invalid_size = N < 0 || K < 0 || ldc < N || lda < A_row || ldb < B_row || ldc < N; if(N == 0 || invalid_size) { // ensure invalid sizes checked before pointer check DAPI_EXPECT((invalid_size ? rocblas_status_invalid_size : rocblas_status_success), rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, nullptr, nullptr, lda, nullptr, ldb, nullptr, 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, (A_row, A_col, lda)); HOST_MEMCHECK(host_matrix, hB, (B_row, B_col, ldb)); HOST_MEMCHECK(host_matrix, hC, (N, N, ldc)); HOST_MEMCHECK(host_matrix, hC_gold, (N, N, ldc)); HOST_MEMCHECK(host_vector, h_alpha, (1)); HOST_MEMCHECK(host_vector, h_beta, (1)); // Initial Data on CPU h_alpha[0] = alpha; h_beta[0] = beta; // Allocate device memory DEVICE_MEMCHECK(device_matrix, dA, (A_row, A_col, lda)); DEVICE_MEMCHECK(device_matrix, dB, (B_row, B_col, ldb)); DEVICE_MEMCHECK(device_matrix, dC, (N, N, ldc)); DEVICE_MEMCHECK(device_vector, d_alpha, (1)); DEVICE_MEMCHECK(device_vector, d_beta, (1)); // Initialize data on host memory rocblas_init_matrix( hA, arg, rocblas_client_alpha_sets_nan, rocblas_client_general_matrix, true); rocblas_init_matrix( hB, arg, rocblas_client_alpha_sets_nan, rocblas_client_general_matrix, false, true); rocblas_init_matrix(hC, arg, rocblas_client_beta_sets_nan, rocblas_client_triangular_matrix); hC_gold = hC; // copy data from CPU to device CHECK_HIP_ERROR(dA.transfer_from(hA)); CHECK_HIP_ERROR(dB.transfer_from(hB)); if(arg.unit_check || arg.norm_check) { if(arg.pointer_mode_host) { // host alpha/beta CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); CHECK_HIP_ERROR(dC.transfer_from(hC)); handle.pre_test(arg); DAPI_CHECK(rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, &h_alpha[0], dA, lda, dB, ldb, &h_beta[0], dC, ldc)); handle.post_test(arg); // copy output from device to CPU CHECK_HIP_ERROR(hC.transfer_from(dC)); } if(arg.pointer_mode_device) { // device alpha/beta CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); CHECK_HIP_ERROR(dC.transfer_from(hC_gold)); CHECK_HIP_ERROR(d_alpha.transfer_from(h_alpha)); CHECK_HIP_ERROR(d_beta.transfer_from(h_beta)); DAPI_CHECK( rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, d_alpha, dA, lda, dB, ldb, d_beta, dC, ldc)); if(arg.repeatability_check) { HOST_MEMCHECK(host_matrix, hC_copy, (N, N, ldc)); CHECK_HIP_ERROR(hC.transfer_from(dC)); // 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, (A_row, A_col, lda)); DEVICE_MEMCHECK(device_matrix, dB_copy, (B_row, B_col, ldb)); DEVICE_MEMCHECK(device_matrix, dC_copy, (N, N, ldc)); DEVICE_MEMCHECK(device_vector, d_alpha_copy, (1)); DEVICE_MEMCHECK(device_vector, d_beta_copy, (1)); CHECK_HIP_ERROR(dA_copy.transfer_from(hA)); CHECK_HIP_ERROR(dB_copy.transfer_from(hB)); CHECK_HIP_ERROR(d_alpha_copy.transfer_from(h_alpha)); CHECK_HIP_ERROR(d_beta_copy.transfer_from(h_beta)); CHECK_ROCBLAS_ERROR( rocblas_set_pointer_mode(handle_copy, rocblas_pointer_mode_device)); for(int runs = 0; runs < arg.iters; runs++) { CHECK_HIP_ERROR(dC_copy.transfer_from(hC_gold)); DAPI_CHECK(rocblas_gemmt_fn, (handle_copy, uplo, transA, transB, N, K, d_alpha_copy, dA_copy, lda, dB_copy, ldb, d_beta_copy, dC_copy, ldc)); CHECK_HIP_ERROR(hC_copy.transfer_from(dC_copy)); unit_check_general(N, N, ldc, hC, hC_copy); } } return; } } // CPU BLAS cpu_time_used = get_time_us_no_sync(); ref_gemmt( uplo, transA, transB, N, K, h_alpha[0], hA, lda, hB, ldb, h_beta[0], hC_gold, ldc); cpu_time_used = get_time_us_no_sync() - cpu_time_used; auto compare_hC_to_gold = [&] { if(arg.unit_check) { unit_check_general(N, N, ldc, hC_gold, hC); } double error = 0; if(arg.norm_check) { error = std::abs(norm_check_general('F', N, N, ldc, hC_gold, hC)); } return error; }; if(arg.pointer_mode_host) { error_host = compare_hC_to_gold(); } if(arg.pointer_mode_device) { // copy output from device to CPU CHECK_HIP_ERROR(hC.transfer_from(dC)); error_device = compare_hC_to_gold(); } } else { CHECK_HIP_ERROR(dC.transfer_from(hC)); } if(arg.timing) { double gpu_time_used; int number_cold_calls = arg.cold_iters; int total_calls = number_cold_calls + arg.iters; CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); 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); // in microseconds DAPI_DISPATCH( rocblas_gemmt_fn, (handle, uplo, transA, transB, N, K, h_alpha, dA, lda, dB, ldb, h_beta, dC, ldc)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; //Using the same flops as syrkx as both these functions as same operations double gflops = syrkx_gflop_count(N, K); ArgumentModel{} .log_args(rocblas_cout, arg, gpu_time_used, gflops, ArgumentLogging::NA_value, cpu_time_used, error_host, error_device); } }