derek.holloway
7502bf64a4
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293 lines
12 KiB
C++
293 lines
12 KiB
C++
/*! \file */
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/* ************************************************************************
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* Copyright (C) 2019-2025 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_csr2hyb_bad_arg(const Arguments& arg)
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{
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static const size_t safe_size = 100;
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// Create rocsparse handle
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rocsparse_local_handle local_handle;
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// Create matrix descriptors
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rocsparse_local_mat_descr local_descr;
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// Create hyb matrix
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rocsparse_local_hyb_mat local_hyb;
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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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const rocsparse_mat_descr descr = local_descr;
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const T* csr_val = (const T*)0x4;
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const rocsparse_int* csr_row_ptr = (const rocsparse_int*)0x4;
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const rocsparse_int* csr_col_ind = (const rocsparse_int*)0x4;
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rocsparse_hyb_mat hyb = local_hyb;
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rocsparse_hyb_partition partition_type = rocsparse_hyb_partition_auto;
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int nargs_to_exclude = 1;
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const int args_to_exclude[1] = {8};
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rocsparse_int user_ell_width = 0;
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#define PARAMS \
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handle, m, n, descr, csr_val, csr_row_ptr, csr_col_ind, hyb, user_ell_width, partition_type
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select_bad_arg_analysis(rocsparse_csr2hyb<T>, nargs_to_exclude, args_to_exclude, PARAMS);
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CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_storage_mode(descr, rocsparse_storage_mode_unsorted));
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EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb<T>(PARAMS), rocsparse_status_requires_sorted_storage);
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#undef PARAMS
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}
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template <typename T>
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void testing_csr2hyb(const Arguments& arg)
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{
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// Sample matrix
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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 base = arg.baseA;
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rocsparse_hyb_partition part = arg.part;
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rocsparse_int user_ell_width = arg.algo;
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// Create rocsparse handle
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rocsparse_local_handle handle;
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// Create matrix descriptor
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rocsparse_local_mat_descr descr;
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// Create hyb matrix
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rocsparse_local_hyb_mat hyb;
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// Set matrix index base
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CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base));
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// Allocate host memory for CSR matrix
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host_vector<rocsparse_int> hcsr_row_ptr;
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host_vector<rocsparse_int> hcsr_col_ind;
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host_vector<T> hcsr_val;
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host_vector<rocsparse_int> hhyb_ell_col_ind_gold;
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host_vector<T> hhyb_ell_val_gold;
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host_vector<rocsparse_int> hhyb_coo_row_ind_gold;
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host_vector<rocsparse_int> hhyb_coo_col_ind_gold;
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host_vector<T> hhyb_coo_val_gold;
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rocsparse_int nnz;
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matrix_factory.init_csr(hcsr_row_ptr, hcsr_col_ind, hcsr_val, M, N, nnz, base);
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// Allocate device memory
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device_vector<rocsparse_int> dcsr_row_ptr(M + 1);
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device_vector<rocsparse_int> dcsr_col_ind(nnz);
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device_vector<T> dcsr_val(nnz);
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// Copy data from CPU to device
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CHECK_HIP_ERROR(hipMemcpy(
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dcsr_row_ptr, hcsr_row_ptr, sizeof(rocsparse_int) * (M + 1), hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(
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hipMemcpy(dcsr_col_ind, hcsr_col_ind, sizeof(rocsparse_int) * nnz, hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(hipMemcpy(dcsr_val, hcsr_val, sizeof(T) * nnz, hipMemcpyHostToDevice));
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// Use a user supplied ELL width.
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if(part == rocsparse_hyb_partition_user)
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{
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// ELL width -33 means we take a reasonable pre-computed width
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if(user_ell_width == -33)
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{
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user_ell_width = (M == 0) ? 0 : nnz / M;
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}
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// Test invalid user_ell_width
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rocsparse_int max_allowed = (M == 0) ? 0 : ((2 * nnz - 1) / M + 1);
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if(user_ell_width > max_allowed)
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{
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EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb<T>(handle,
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M,
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N,
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descr,
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dcsr_val,
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dcsr_row_ptr,
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dcsr_col_ind,
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hyb,
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user_ell_width,
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part),
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(M == 0 || N == 0) ? rocsparse_status_success
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: rocsparse_status_invalid_value);
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return;
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}
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}
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// Max ELL width, no COO part
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if(part == rocsparse_hyb_partition_max)
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{
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// Compute max ELL width
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rocsparse_int ell_max_width = 0;
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for(rocsparse_int i = 0; i < M; ++i)
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{
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ell_max_width = std::max(hcsr_row_ptr[i + 1] - hcsr_row_ptr[i], ell_max_width);
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}
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rocsparse_int max_allowed = (M == 0) ? 0 : ((2 * nnz - 1) / M + 1);
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if(ell_max_width > max_allowed)
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{
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EXPECT_ROCSPARSE_STATUS(rocsparse_csr2hyb<T>(handle,
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M,
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N,
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descr,
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dcsr_val,
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dcsr_row_ptr,
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dcsr_col_ind,
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hyb,
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user_ell_width,
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part),
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(M == 0 || N == 0) ? rocsparse_status_success
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: rocsparse_status_invalid_value);
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return;
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}
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}
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if(arg.unit_check)
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{
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CHECK_ROCSPARSE_ERROR(rocsparse_csr2hyb<T>(
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handle, M, N, descr, dcsr_val, dcsr_row_ptr, dcsr_col_ind, hyb, user_ell_width, part));
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// Copy output to host
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rocsparse_hyb_mat ptr = hyb;
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test_hyb* dhyb = reinterpret_cast<test_hyb*>(ptr);
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rocsparse_int ell_nnz = dhyb->ell_nnz;
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rocsparse_int coo_nnz = dhyb->coo_nnz;
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host_vector<rocsparse_int> hhyb_ell_col_ind(ell_nnz);
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host_vector<T> hhyb_ell_val(ell_nnz);
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host_vector<rocsparse_int> hhyb_coo_row_ind(coo_nnz);
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host_vector<rocsparse_int> hhyb_coo_col_ind(coo_nnz);
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host_vector<T> hhyb_coo_val(coo_nnz);
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// Copy output to host
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CHECK_HIP_ERROR(hipMemcpy(hhyb_ell_col_ind,
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dhyb->ell_col_ind,
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sizeof(rocsparse_int) * ell_nnz,
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hipMemcpyDeviceToHost));
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CHECK_HIP_ERROR(
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hipMemcpy(hhyb_ell_val, dhyb->ell_val, sizeof(T) * ell_nnz, hipMemcpyDeviceToHost));
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CHECK_HIP_ERROR(hipMemcpy(hhyb_coo_row_ind,
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dhyb->coo_row_ind,
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sizeof(rocsparse_int) * coo_nnz,
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hipMemcpyDeviceToHost));
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CHECK_HIP_ERROR(hipMemcpy(hhyb_coo_col_ind,
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dhyb->coo_col_ind,
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sizeof(rocsparse_int) * coo_nnz,
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hipMemcpyDeviceToHost));
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CHECK_HIP_ERROR(
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hipMemcpy(hhyb_coo_val, dhyb->coo_val, sizeof(T) * coo_nnz, hipMemcpyDeviceToHost));
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// CPU csr2hyb
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rocsparse_int ell_width_gold = user_ell_width;
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rocsparse_int ell_nnz_gold;
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rocsparse_int coo_nnz_gold;
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host_csr_to_hyb<T>(M,
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N,
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nnz,
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hcsr_row_ptr,
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hcsr_col_ind,
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hcsr_val,
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hhyb_ell_col_ind_gold,
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hhyb_ell_val_gold,
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ell_width_gold,
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ell_nnz_gold,
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hhyb_coo_row_ind_gold,
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hhyb_coo_col_ind_gold,
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hhyb_coo_val_gold,
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coo_nnz_gold,
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part,
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base);
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unit_check_scalar<rocsparse_int>(M, dhyb->m);
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unit_check_scalar<rocsparse_int>(N, dhyb->n);
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unit_check_scalar<rocsparse_int>(ell_width_gold, dhyb->ell_width);
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unit_check_scalar<rocsparse_int>(ell_nnz_gold, dhyb->ell_nnz);
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unit_check_scalar<rocsparse_int>(coo_nnz_gold, dhyb->coo_nnz);
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hhyb_ell_col_ind_gold.unit_check(hhyb_ell_col_ind);
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hhyb_ell_val_gold.unit_check(hhyb_ell_val);
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hhyb_coo_row_ind_gold.unit_check(hhyb_coo_row_ind);
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hhyb_coo_col_ind_gold.unit_check(hhyb_coo_col_ind);
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hhyb_coo_val_gold.unit_check(hhyb_coo_val);
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}
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if(arg.timing)
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{
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const double gpu_time_used = rocsparse_clients::run_benchmark(arg,
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rocsparse_csr2hyb<T>,
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handle,
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M,
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N,
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descr,
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dcsr_val,
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dcsr_row_ptr,
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dcsr_col_ind,
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hyb,
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user_ell_width,
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part);
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rocsparse_hyb_mat ptr = hyb;
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test_hyb* dhyb = reinterpret_cast<test_hyb*>(ptr);
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rocsparse_int ell_nnz = dhyb->ell_nnz;
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rocsparse_int coo_nnz = dhyb->coo_nnz;
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double gbyte_count = csr2hyb_gbyte_count<T>(M, nnz, ell_nnz, coo_nnz);
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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::ell_nnz,
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ell_nnz,
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display_key_t::coo_nnz,
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coo_nnz,
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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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}
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#define INSTANTIATE(TYPE) \
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template void testing_csr2hyb_bad_arg<TYPE>(const Arguments& arg); \
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template void testing_csr2hyb<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_csr2hyb_extra(const Arguments& arg) {}
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