derek.holloway
7502bf64a4
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329 lines
17 KiB
C++
329 lines
17 KiB
C++
/*! \file */
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/* ************************************************************************
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* Copyright (C) 2020-2025 Advanced Micro Devices, Inc. All rights Reserved.
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to deal
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* in the Software without restriction, including without limitation the rights
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* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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* copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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* THE SOFTWARE.
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*
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* ************************************************************************ */
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#include "rocsparse_enum.hpp"
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#include "testing.hpp"
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template <typename T>
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void testing_prune_csr2csr_bad_arg(const Arguments& arg)
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{
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static const size_t safe_size = 1;
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static rocsparse_int h_nnz_total_dev_host_ptr = 1;
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static size_t h_buffer_size = 1;
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static T h_threshold = static_cast<T>(1);
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// Create rocsparse handle
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rocsparse_local_handle local_handle;
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// Create descriptors
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rocsparse_local_mat_descr local_csr_descr_A;
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rocsparse_local_mat_descr local_csr_descr_C;
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host_dense_vector<rocsparse_int> hptr(safe_size + 1);
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hptr[0] = 0;
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hptr[1] = 1;
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device_dense_vector<rocsparse_int> dcsr_row_ptr_C(hptr);
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rocsparse_handle handle = local_handle;
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rocsparse_int m = safe_size;
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rocsparse_int n = safe_size;
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rocsparse_int nnz_A = safe_size;
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const rocsparse_mat_descr csr_descr_A = local_csr_descr_A;
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const T* csr_val_A = (const T*)0x4;
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const rocsparse_int* csr_row_ptr_A = (const rocsparse_int*)0x4;
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const rocsparse_int* csr_col_ind_A = (const rocsparse_int*)0x4;
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const rocsparse_mat_descr csr_descr_C = local_csr_descr_C;
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T* csr_val_C = (T*)0x4;
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rocsparse_int* csr_row_ptr_C = (rocsparse_int*)dcsr_row_ptr_C;
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rocsparse_int* csr_col_ind_C = (rocsparse_int*)0x4;
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rocsparse_int* nnz_total_dev_host_ptr = &h_nnz_total_dev_host_ptr;
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size_t* buffer_size = &h_buffer_size;
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void* temp_buffer = (void*)0x4;
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static constexpr int nargs_to_exclude_buffer_size = 3;
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const int args_to_exclude_buffer_size[nargs_to_exclude_buffer_size] = {8, 10, 12};
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static constexpr int nargs_to_exclude_nnz = 2;
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const int args_to_exclude_nnz[nargs_to_exclude_nnz] = {8, 12};
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static constexpr int nargs_to_exclude_solve = 4;
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const int args_to_exclude_solve[nargs_to_exclude_solve] = {8, 10, 12, 13};
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const T* threshold = &h_threshold;
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#define PARAMS_BUFFER_SIZE \
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handle, m, n, nnz_A, csr_descr_A, csr_val_A, csr_row_ptr_A, csr_col_ind_A, threshold, \
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csr_descr_C, csr_val_C, csr_row_ptr_C, csr_col_ind_C, buffer_size
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#define PARAMS_NNZ \
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handle, m, n, nnz_A, csr_descr_A, csr_val_A, csr_row_ptr_A, csr_col_ind_A, threshold, \
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csr_descr_C, csr_row_ptr_C, nnz_total_dev_host_ptr, temp_buffer
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#define PARAMS \
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handle, m, n, nnz_A, csr_descr_A, csr_val_A, csr_row_ptr_A, csr_col_ind_A, threshold, \
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csr_descr_C, csr_val_C, csr_row_ptr_C, csr_col_ind_C, temp_buffer
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select_bad_arg_analysis(rocsparse_prune_csr2csr_buffer_size<T>,
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nargs_to_exclude_buffer_size,
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args_to_exclude_buffer_size,
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PARAMS_BUFFER_SIZE);
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select_bad_arg_analysis(
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rocsparse_prune_csr2csr_nnz<T>, nargs_to_exclude_nnz, args_to_exclude_nnz, PARAMS_NNZ);
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select_bad_arg_analysis(
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rocsparse_prune_csr2csr<T>, nargs_to_exclude_solve, args_to_exclude_solve, PARAMS);
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CHECK_ROCSPARSE_ERROR(
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rocsparse_set_mat_storage_mode(csr_descr_A, rocsparse_storage_mode_unsorted));
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CHECK_ROCSPARSE_ERROR(
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rocsparse_set_mat_storage_mode(csr_descr_C, rocsparse_storage_mode_unsorted));
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EXPECT_ROCSPARSE_STATUS(rocsparse_prune_csr2csr_buffer_size<T>(PARAMS_BUFFER_SIZE),
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rocsparse_status_requires_sorted_storage);
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EXPECT_ROCSPARSE_STATUS(rocsparse_prune_csr2csr_nnz<T>(PARAMS_NNZ),
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rocsparse_status_requires_sorted_storage);
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EXPECT_ROCSPARSE_STATUS(rocsparse_prune_csr2csr<T>(PARAMS),
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rocsparse_status_requires_sorted_storage);
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#undef PARAMS
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#undef PARAMS_NNZ
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#undef PARAMS_BUFFER_SIZE
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}
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template <typename T>
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void testing_prune_csr2csr(const Arguments& arg)
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{
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rocsparse_matrix_factory<T> matrix_factory(arg);
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rocsparse_int M = arg.M;
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rocsparse_int N = arg.N;
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rocsparse_index_base csr_base_A = arg.baseA;
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rocsparse_index_base csr_base_C = arg.baseB;
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host_scalar<T> h_threshold(arg.threshold);
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// Create rocsparse handle
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rocsparse_local_handle handle(arg);
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rocsparse_local_mat_descr csr_descr_A;
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rocsparse_local_mat_descr csr_descr_C;
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CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(csr_descr_A, csr_base_A));
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CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(csr_descr_C, csr_base_C));
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// Allocate host memory for output CSR matrix
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host_vector<rocsparse_int> h_csr_row_ptr_A;
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host_vector<rocsparse_int> h_csr_col_ind_A;
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host_vector<T> h_csr_val_A;
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host_vector<rocsparse_int> h_nnz_total_dev_host_ptr(1);
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// Generate uncompressed CSR matrix on host (or read from file)
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rocsparse_int nnz_A = 0;
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matrix_factory.init_csr(h_csr_row_ptr_A, h_csr_col_ind_A, h_csr_val_A, M, N, nnz_A, csr_base_A);
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// Allocate device memory for input CSR matrix
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device_vector<rocsparse_int> d_nnz_total_dev_host_ptr(1);
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device_vector<rocsparse_int> d_csr_row_ptr_C(M + 1);
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device_vector<rocsparse_int> d_csr_row_ptr_A(M + 1);
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device_vector<rocsparse_int> d_csr_col_ind_A(nnz_A);
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device_vector<T> d_csr_val_A(nnz_A);
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device_scalar<T> d_threshold(h_threshold);
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// Copy data from CPU to device
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CHECK_HIP_ERROR(hipMemcpy(
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d_csr_row_ptr_A, h_csr_row_ptr_A, sizeof(rocsparse_int) * (M + 1), hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(hipMemcpy(
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d_csr_col_ind_A, h_csr_col_ind_A, sizeof(rocsparse_int) * nnz_A, hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(hipMemcpy(d_csr_val_A, h_csr_val_A, sizeof(T) * nnz_A, hipMemcpyHostToDevice));
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size_t buffer_size = 0;
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CHECK_ROCSPARSE_ERROR(rocsparse_prune_csr2csr_buffer_size<T>(handle,
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M,
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N,
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nnz_A,
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csr_descr_A,
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d_csr_val_A,
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d_csr_row_ptr_A,
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d_csr_col_ind_A,
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h_threshold,
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csr_descr_C,
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nullptr,
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d_csr_row_ptr_C,
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nullptr,
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&buffer_size));
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T* d_temp_buffer = nullptr;
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CHECK_HIP_ERROR(rocsparse_hipMalloc(&d_temp_buffer, buffer_size));
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CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
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CHECK_ROCSPARSE_ERROR(rocsparse_prune_csr2csr_nnz<T>(handle,
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M,
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N,
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nnz_A,
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csr_descr_A,
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d_csr_val_A,
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d_csr_row_ptr_A,
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d_csr_col_ind_A,
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h_threshold,
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csr_descr_C,
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d_csr_row_ptr_C,
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h_nnz_total_dev_host_ptr,
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d_temp_buffer));
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CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device));
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CHECK_ROCSPARSE_ERROR(rocsparse_prune_csr2csr_nnz<T>(handle,
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M,
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N,
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nnz_A,
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csr_descr_A,
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d_csr_val_A,
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d_csr_row_ptr_A,
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d_csr_col_ind_A,
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d_threshold,
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csr_descr_C,
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d_csr_row_ptr_C,
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d_nnz_total_dev_host_ptr,
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d_temp_buffer));
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host_vector<rocsparse_int> h_nnz_total_copied_from_device(1);
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CHECK_HIP_ERROR(hipMemcpy(h_nnz_total_copied_from_device,
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d_nnz_total_dev_host_ptr,
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sizeof(rocsparse_int),
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hipMemcpyDeviceToHost));
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h_nnz_total_dev_host_ptr.unit_check(h_nnz_total_copied_from_device);
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device_vector<rocsparse_int> d_csr_col_ind_C(h_nnz_total_dev_host_ptr[0]);
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device_vector<T> d_csr_val_C(h_nnz_total_dev_host_ptr[0]);
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if(arg.unit_check)
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{
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CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
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CHECK_ROCSPARSE_ERROR(testing::rocsparse_prune_csr2csr<T>(handle,
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M,
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N,
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nnz_A,
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csr_descr_A,
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d_csr_val_A,
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d_csr_row_ptr_A,
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d_csr_col_ind_A,
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h_threshold,
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csr_descr_C,
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d_csr_val_C,
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d_csr_row_ptr_C,
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d_csr_col_ind_C,
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d_temp_buffer));
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host_vector<rocsparse_int> h_csr_row_ptr_C(M + 1);
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host_vector<rocsparse_int> h_csr_col_ind_C(h_nnz_total_dev_host_ptr[0]);
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host_vector<T> h_csr_val_C(h_nnz_total_dev_host_ptr[0]);
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// Copy output to host
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CHECK_HIP_ERROR(hipMemcpy(h_csr_row_ptr_C,
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d_csr_row_ptr_C,
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sizeof(rocsparse_int) * (M + 1),
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hipMemcpyDeviceToHost));
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CHECK_HIP_ERROR(hipMemcpy(h_csr_col_ind_C,
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d_csr_col_ind_C,
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sizeof(rocsparse_int) * h_nnz_total_dev_host_ptr[0],
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hipMemcpyDeviceToHost));
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CHECK_HIP_ERROR(hipMemcpy(h_csr_val_C,
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d_csr_val_C,
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sizeof(T) * h_nnz_total_dev_host_ptr[0],
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hipMemcpyDeviceToHost));
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// call host and check results
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host_vector<rocsparse_int> h_csr_row_ptr_C_cpu;
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host_vector<rocsparse_int> h_csr_col_ind_C_cpu;
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host_vector<T> h_csr_val_C_cpu;
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host_vector<rocsparse_int> h_nnz_C_cpu(1);
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host_prune_csr_to_csr(M,
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N,
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nnz_A,
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h_csr_row_ptr_A,
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h_csr_col_ind_A,
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h_csr_val_A,
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h_nnz_C_cpu[0],
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h_csr_row_ptr_C_cpu,
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h_csr_col_ind_C_cpu,
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h_csr_val_C_cpu,
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csr_base_A,
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csr_base_C,
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*h_threshold);
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h_nnz_C_cpu.unit_check(h_nnz_total_dev_host_ptr);
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h_csr_row_ptr_C_cpu.unit_check(h_csr_row_ptr_C);
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h_csr_col_ind_C_cpu.unit_check(h_csr_col_ind_C);
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h_csr_val_C_cpu.unit_check(h_csr_val_C);
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}
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if(arg.timing)
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{
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CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
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const double gpu_time_used = rocsparse_clients::run_benchmark(arg,
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rocsparse_prune_csr2csr<T>,
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handle,
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M,
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N,
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nnz_A,
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csr_descr_A,
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d_csr_val_A,
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d_csr_row_ptr_A,
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d_csr_col_ind_A,
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h_threshold,
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csr_descr_C,
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d_csr_val_C,
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d_csr_row_ptr_C,
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d_csr_col_ind_C,
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d_temp_buffer);
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double gbyte_count = prune_csr2csr_gbyte_count<T>(M, nnz_A, h_nnz_total_dev_host_ptr[0]);
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double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count);
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display_timing_info(display_key_t::M,
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M,
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display_key_t::N,
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N,
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display_key_t::nnz_A,
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nnz_A,
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display_key_t::nnz_C,
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h_nnz_total_dev_host_ptr[0],
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display_key_t::threshold,
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*h_threshold,
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display_key_t::bandwidth,
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gpu_gbyte,
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display_key_t::time_ms,
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get_gpu_time_msec(gpu_time_used));
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}
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CHECK_HIP_ERROR(rocsparse_hipFree(d_temp_buffer));
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}
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#define INSTANTIATE(TYPE) \
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template void testing_prune_csr2csr_bad_arg<TYPE>(const Arguments& arg); \
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template void testing_prune_csr2csr<TYPE>(const Arguments& arg)
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INSTANTIATE(float);
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INSTANTIATE(double);
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// INSTANTIATE(rocsparse_float_complex);
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// INSTANTIATE(rocsparse_double_complex);
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void testing_prune_csr2csr_extra(const Arguments& arg) {}
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