/* ************************************************************************ * 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_geam_batched_bad_arg(const Arguments& arg) { auto rocblas_geam_batched_fn = arg.api & c_API_FORTRAN ? rocblas_geam_batched : rocblas_geam_batched; auto rocblas_geam_batched_fn_64 = arg.api & c_API_FORTRAN ? rocblas_geam_batched_64 : rocblas_geam_batched_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 int64_t M = 100; const int64_t N = 99; const int64_t lda = 100; const int64_t ldb = 100; const int64_t ldc = 100; const int64_t batch_count = 2; 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; } const rocblas_operation transA = rocblas_operation_none; const rocblas_operation transB = rocblas_operation_none; int64_t A_row = transA == rocblas_operation_none ? M : N; int64_t A_col = transA == rocblas_operation_none ? N : M; int64_t B_row = transB == rocblas_operation_none ? M : N; int64_t B_col = transB == rocblas_operation_none ? N : M; // Allocate device memory DEVICE_MEMCHECK(device_batch_matrix, dA, (A_row, A_col, lda, batch_count)); DEVICE_MEMCHECK(device_batch_matrix, dB, (B_row, B_col, ldb, batch_count)); DEVICE_MEMCHECK(device_batch_matrix, dC, (M, N, ldc, batch_count)); DAPI_EXPECT(rocblas_status_invalid_handle, rocblas_geam_batched_fn, (nullptr, transA, transB, M, N, alpha, dA.ptr_on_device(), lda, beta, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); // invalid values DAPI_EXPECT(rocblas_status_invalid_value, rocblas_geam_batched_fn, (handle, (rocblas_operation)rocblas_fill_full, transB, M, N, alpha, dA.ptr_on_device(), lda, beta, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); DAPI_EXPECT(rocblas_status_invalid_value, rocblas_geam_batched_fn, (handle, transA, (rocblas_operation)rocblas_fill_full, M, N, alpha, dA.ptr_on_device(), lda, beta, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); // invalid size in regular tests // alpha/beta DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_geam_batched_fn, (handle, transA, transB, M, N, nullptr, dA.ptr_on_device(), lda, beta, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_geam_batched_fn, (handle, transA, transB, M, N, alpha, dA.ptr_on_device(), lda, nullptr, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); // invalid pointers DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_geam_batched_fn, (handle, transA, transB, M, N, alpha, dA.ptr_on_device(), lda, beta, dB.ptr_on_device(), ldb, nullptr, ldc, batch_count)); if(pointer_mode == rocblas_pointer_mode_host) { DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_geam_batched_fn, (handle, transA, transB, M, N, alpha, nullptr, lda, beta, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_geam_batched_fn, (handle, transA, transB, M, N, alpha, dA.ptr_on_device(), lda, beta, nullptr, ldb, dC.ptr_on_device(), ldc, batch_count)); } // batch_count==0 then all may be nullptr DAPI_CHECK(rocblas_geam_batched_fn, (handle, transA, transB, M, N, nullptr, nullptr, lda, nullptr, nullptr, ldb, nullptr, ldc, 0)); // M==0 then all may be nullptr DAPI_CHECK(rocblas_geam_batched_fn, (handle, transA, transB, 0, N, nullptr, nullptr, lda, nullptr, nullptr, ldb, nullptr, ldc, 0)); // N==0 then all may be nullptr DAPI_CHECK(rocblas_geam_batched_fn, (handle, transA, transB, M, 0, nullptr, nullptr, lda, nullptr, nullptr, ldb, nullptr, ldc, 0)); // alpha==0 then A may be nullptr DAPI_CHECK(rocblas_geam_batched_fn, (handle, transA, transB, M, N, zero, nullptr, lda, beta, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); // beta==0 then B may be nullptr DAPI_CHECK(rocblas_geam_batched_fn, (handle, transA, transB, M, N, alpha, dA.ptr_on_device(), lda, zero, nullptr, ldb, dC.ptr_on_device(), ldc, batch_count)); } } template void testing_geam_batched(const Arguments& arg) { auto rocblas_geam_batched_fn = arg.api & c_API_FORTRAN ? rocblas_geam_batched : rocblas_geam_batched; auto rocblas_geam_batched_fn_64 = arg.api & c_API_FORTRAN ? rocblas_geam_batched_64 : rocblas_geam_batched_64; rocblas_operation transA = char2rocblas_operation(arg.transA); rocblas_operation transB = char2rocblas_operation(arg.transB); int64_t M = arg.M; int64_t N = arg.N; int64_t lda = arg.lda; int64_t ldb = arg.ldb; int64_t ldc = arg.ldc; int64_t batch_count = arg.batch_count; T alpha = arg.get_alpha(); T beta = arg.get_beta(); double gpu_time_used, cpu_time_used; gpu_time_used = cpu_time_used = 0.0; double rocblas_error_1 = std::numeric_limits::max(); double rocblas_error_2 = std::numeric_limits::max(); double rocblas_error = std::numeric_limits::max(); rocblas_local_handle handle{arg}; int64_t A_row = transA == rocblas_operation_none ? M : N; int64_t A_col = transA == rocblas_operation_none ? N : M; int64_t B_row = transB == rocblas_operation_none ? M : N; int64_t B_col = transB == rocblas_operation_none ? N : M; size_t size_C = size_t(ldc) * size_t(N); // argument sanity check before allocating invalid memory bool invalid_size = M < 0 || N < 0 || lda < A_row || ldb < B_row || ldc < M || batch_count < 0; if(invalid_size || !M || !N || !batch_count) { DAPI_EXPECT(invalid_size ? rocblas_status_invalid_size : rocblas_status_success, rocblas_geam_batched_fn, (handle, transA, transB, M, N, nullptr, nullptr, lda, nullptr, nullptr, ldb, (T**)0x1, // defeat C==A or B leading dim invalid checks, C nullptr in bad_arg ldc, batch_count)); return; } // Naming: `h` is in CPU (host) memory(eg hA), `d` is in GPU (device) memory (eg dA). // Allocate host memory HOST_MEMCHECK(host_batch_matrix, hA, (A_row, A_col, lda, batch_count)); HOST_MEMCHECK(host_batch_matrix, hA_copy, (A_row, A_col, lda, batch_count)); HOST_MEMCHECK(host_batch_matrix, hB, (B_row, B_col, ldb, batch_count)); HOST_MEMCHECK(host_batch_matrix, hB_copy, (B_row, B_col, ldb, batch_count)); HOST_MEMCHECK(host_batch_matrix, hC, (M, N, ldc, batch_count)); HOST_MEMCHECK(host_batch_matrix, hC_gold, (M, N, ldc, batch_count)); HOST_MEMCHECK(host_vector, h_alpha, (1)); HOST_MEMCHECK(host_vector, h_beta, (1)); // Allocate device memory DEVICE_MEMCHECK(device_batch_matrix, dA, (A_row, A_col, lda, batch_count)); DEVICE_MEMCHECK(device_batch_matrix, dB, (B_row, B_col, ldb, batch_count)); DEVICE_MEMCHECK(device_batch_matrix, dC, (M, N, ldc, batch_count)); DEVICE_MEMCHECK(device_batch_matrix, dC_in_place, (M, N, ldc, batch_count)); DEVICE_MEMCHECK(device_vector, d_alpha, (1)); DEVICE_MEMCHECK(device_vector, d_beta, (1)); // Initial Data on CPU h_alpha[0] = alpha; h_beta[0] = beta; // 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_beta_sets_nan, rocblas_client_general_matrix); rocblas_init_matrix(hC, arg, rocblas_client_never_set_nan, rocblas_client_general_matrix); hA_copy.copy_from(hA); hB_copy.copy_from(hB); hC_gold.copy_from(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) { CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); handle.pre_test(arg); DAPI_CHECK(rocblas_geam_batched_fn, (handle, transA, transB, M, N, &alpha, dA.ptr_on_device(), lda, &beta, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); handle.post_test(arg); CHECK_HIP_ERROR(hC.transfer_from(dC)); } if(arg.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)); CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); DAPI_CHECK(rocblas_geam_batched_fn, (handle, transA, transB, M, N, d_alpha, dA.ptr_on_device(), lda, d_beta, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); if(arg.repeatability_check) { HOST_MEMCHECK(host_batch_matrix, hC_copy, (M, N, ldc, batch_count)); 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_batch_matrix, dA_copy, (A_row, A_col, lda, batch_count)); DEVICE_MEMCHECK( device_batch_matrix, dB_copy, (B_row, B_col, ldb, batch_count)); DEVICE_MEMCHECK(device_batch_matrix, dC_copy, (M, N, ldc, batch_count)); DEVICE_MEMCHECK(device_vector, d_alpha_copy, (1)); DEVICE_MEMCHECK(device_vector, d_beta_copy, (1)); // copy data from CPU to device CHECK_HIP_ERROR(dA_copy.transfer_from(hA)); CHECK_HIP_ERROR(dB_copy.transfer_from(hB)); CHECK_HIP_ERROR(dC_copy.transfer_from(hC_gold)); 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++) { DAPI_CHECK(rocblas_geam_batched_fn, (handle_copy, transA, transB, M, N, d_alpha_copy, dA_copy.ptr_on_device(), lda, d_beta_copy, dB_copy.ptr_on_device(), ldb, dC_copy.ptr_on_device(), ldc, batch_count)); CHECK_HIP_ERROR(hC_copy.transfer_from(dC_copy)); unit_check_general(M, N, ldc, hC, hC_copy, batch_count); } } return; } } // reference calculation for golden result cpu_time_used = get_time_us_no_sync(); for(int b = 0; b < batch_count; b++) { auto hA_copy_p = hA_copy[b]; auto hB_copy_p = hB_copy[b]; auto hC_gold_p = hC_gold[b]; ref_geam(transA, transB, M, N, (T*)h_alpha, (T*)hA_copy_p, lda, (T*)h_beta, (T*)hB_copy_p, ldb, (T*)hC_gold_p, ldc); } cpu_time_used = get_time_us_no_sync() - cpu_time_used; if(arg.pointer_mode_host) { if(arg.unit_check) { unit_check_general(M, N, ldc, hC_gold, hC, batch_count); } if(arg.norm_check) { rocblas_error_1 = norm_check_general('F', M, N, ldc, hC_gold, hC, batch_count); } } if(arg.pointer_mode_device) { // fetch GPU CHECK_HIP_ERROR(hC.transfer_from(dC)); if(arg.unit_check) { unit_check_general(M, N, ldc, hC_gold, hC, batch_count); } if(arg.norm_check) { rocblas_error_2 = norm_check_general('F', M, N, ldc, hC_gold, hC, batch_count); } } // inplace check for dC == dA if(arg.pointer_mode_host) { bool invalid_size_in_place = lda != ldc || transA != rocblas_operation_none; if((lda == ldc) && (transA == rocblas_operation_none)) CHECK_HIP_ERROR(dC_in_place.transfer_from(hA)); // CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); DAPI_EXPECT(invalid_size_in_place ? rocblas_status_invalid_size : rocblas_status_success, rocblas_geam_batched_fn, (handle, transA, transB, M, N, &alpha, dC_in_place.ptr_on_device(), lda, &beta, dB.ptr_on_device(), ldb, dC_in_place.ptr_on_device(), ldc, batch_count)); if(!invalid_size_in_place) { CHECK_HIP_ERROR(hC.transfer_from(dC_in_place)); // dA was clobbered by dC_in_place, so copy hA back to dA CHECK_HIP_ERROR(dA.transfer_from(hA)); // reference calculation for(size_t b = 0; b < batch_count; b++) { auto hA_copy_p = hA_copy[b]; auto hB_copy_p = hB_copy[b]; auto hC_gold_p = hC_gold[b]; ref_geam(transA, transB, M, N, (T*)h_alpha, (T*)hA_copy_p, lda, (T*)h_beta, (T*)hB_copy_p, ldb, (T*)hC_gold_p, ldc); } if(arg.unit_check) { unit_check_general(M, N, ldc, hC_gold, hC, batch_count); } if(arg.norm_check) { rocblas_error = norm_check_general('F', M, N, ldc, hC_gold, hC, batch_count); } } } // inplace check for dC == dB if(arg.pointer_mode_host) { bool invalid_size_in_place = ldb != ldc || transB != rocblas_operation_none; if((ldb == ldc) && (transB == rocblas_operation_none)) CHECK_HIP_ERROR(dC_in_place.transfer_from(hB)); CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); DAPI_EXPECT(invalid_size_in_place ? rocblas_status_invalid_size : rocblas_status_success, rocblas_geam_batched_fn, (handle, transA, transB, M, N, &alpha, dA.ptr_on_device(), lda, &beta, dC_in_place.ptr_on_device(), ldb, dC_in_place.ptr_on_device(), ldc, batch_count)); if(!invalid_size_in_place) { CHECK_HIP_ERROR(hC.transfer_from(dC_in_place)); // reference calculation for(size_t b = 0; b < batch_count; b++) { auto hA_copy_p = hA_copy[b]; auto hB_copy_p = hB_copy[b]; auto hC_gold_p = hC_gold[b]; ref_geam(transA, transB, M, N, (T*)h_alpha, (T*)hA_copy_p, lda, (T*)h_beta, (T*)hB_copy_p, ldb, (T*)hC_gold_p, ldc); } if(arg.unit_check) { unit_check_general(M, N, ldc, hC_gold, hC, batch_count); } if(arg.norm_check) { rocblas_error = norm_check_general('F', M, N, ldc, hC_gold, hC, batch_count); } } } } // 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_geam_batched_fn, (handle, transA, transB, M, N, &alpha, dA.ptr_on_device(), lda, &beta, dB.ptr_on_device(), ldb, dC.ptr_on_device(), ldc, batch_count)); } gpu_time_used = get_time_us_sync(stream) - gpu_time_used; // in microseconds ArgumentModel{} .log_args(rocblas_cout, arg, gpu_time_used, geam_gflop_count(M, N), ArgumentLogging::NA_value, cpu_time_used, rocblas_error_1, rocblas_error_2); } }