derek.holloway
7502bf64a4
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508 lines
18 KiB
C++
508 lines
18 KiB
C++
/* ************************************************************************
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* Copyright (C) 2016-2025 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 THE
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* SOFTWARE.
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*
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* ************************************************************************ */
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#include <fstream>
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#include <iostream>
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#include <stdlib.h>
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#include <vector>
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#include "testing_common.hpp"
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/* ============================================================================================ */
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using hipblasTrmmModel
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= ArgumentModel<e_a_type, e_side, e_uplo, e_transA, e_diag, e_M, e_N, e_alpha, e_lda, e_ldb>;
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inline void testname_trmm(const Arguments& arg, std::string& name)
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{
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hipblasTrmmModel{}.test_name(arg, name);
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}
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template <typename T>
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void testing_trmm_bad_arg(const Arguments& arg)
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{
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using Ts = hipblas_internal_type<T>;
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auto hipblasTrmmFn
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= arg.api == hipblas_client_api::FORTRAN ? hipblasTrmm<T, true> : hipblasTrmm<T, false>;
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auto hipblasTrmmFn_64 = arg.api == hipblas_client_api::FORTRAN_64 ? hipblasTrmm_64<T, true>
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: hipblasTrmm_64<T, false>;
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bool inplace = arg.inplace;
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for(auto pointer_mode : {HIPBLAS_POINTER_MODE_DEVICE, HIPBLAS_POINTER_MODE_HOST})
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{
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hipblasSideMode_t side = HIPBLAS_SIDE_LEFT;
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hipblasFillMode_t uplo = HIPBLAS_FILL_MODE_LOWER;
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hipblasOperation_t transA = HIPBLAS_OP_N;
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hipblasDiagType_t diag = HIPBLAS_DIAG_NON_UNIT;
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int64_t M = 100;
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int64_t N = 101;
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int64_t lda = 102;
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int64_t ldb = 103;
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int64_t ldc = 104;
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int64_t ldOut = inplace ? ldb : ldc;
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device_vector<T> alpha_d(1), zero_d(1);
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const Ts alpha_h{1}, zero_h{0};
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const Ts* alpha = &alpha_h;
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const Ts* zero = &zero_h;
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hipblasLocalHandle handle(arg);
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CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, pointer_mode));
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if(pointer_mode == HIPBLAS_POINTER_MODE_DEVICE)
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{
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CHECK_HIP_ERROR(hipMemcpy(alpha_d, alpha, sizeof(*alpha), hipMemcpyHostToDevice));
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alpha = alpha_d;
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CHECK_HIP_ERROR(hipMemcpy(zero_d, zero, sizeof(*zero), hipMemcpyHostToDevice));
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zero = zero_d;
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}
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int64_t K = side == HIPBLAS_SIDE_LEFT ? M : N;
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// Allocate device memory
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device_matrix<T> dA(K, K, lda);
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device_matrix<T> dB(M, N, ldb);
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int64_t dC_M = inplace ? 1 : M;
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int64_t dC_N = inplace ? 1 : N;
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int64_t dC_ldc = inplace ? 1 : ldc;
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device_matrix<T> dC(dC_M, dC_N, dC_ldc);
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device_matrix<T>* dOut = inplace ? &dB : &dC;
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// cuBLAS doesn't have CUBLAS_SIDE_BOTH so will return invalid_enum,
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// while rocBLAS has rocblas_side_both, but just invalid for this func.
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// invalid enums
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DAPI_EXPECT(
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#ifndef __HIP_PLATFORM_NVCC__
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HIPBLAS_STATUS_INVALID_VALUE,
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#else
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HIPBLAS_STATUS_INVALID_ENUM,
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#endif
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hipblasTrmmFn,
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(handle,
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HIPBLAS_SIDE_BOTH,
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uplo,
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transA,
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diag,
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M,
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N,
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alpha,
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dA,
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lda,
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dB,
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ldb,
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*dOut,
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ldOut));
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// Temporarily remove this test with CUDA backend as there seems to be a change
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// in the return status around CUDA 12.
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#ifndef __HIP_PLATFORM_NVCC__
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DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE,
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hipblasTrmmFn,
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(handle,
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side,
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HIPBLAS_FILL_MODE_FULL,
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transA,
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diag,
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M,
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N,
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alpha,
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dA,
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lda,
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dB,
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ldb,
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*dOut,
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ldOut));
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#endif
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DAPI_EXPECT(HIPBLAS_STATUS_INVALID_ENUM,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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(hipblasOperation_t)HIPBLAS_SIDE_BOTH,
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diag,
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M,
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N,
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alpha,
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dA,
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lda,
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dB,
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ldb,
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*dOut,
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ldOut));
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DAPI_EXPECT(HIPBLAS_STATUS_INVALID_ENUM,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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(hipblasDiagType_t)HIPBLAS_SIDE_BOTH,
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M,
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N,
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alpha,
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dA,
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lda,
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dB,
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ldb,
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*dOut,
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ldOut));
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// nullptr checks
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DAPI_EXPECT(
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HIPBLAS_STATUS_NOT_INITIALIZED,
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hipblasTrmmFn,
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(nullptr, side, uplo, transA, diag, M, N, alpha, dA, lda, dB, ldb, *dOut, ldOut));
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if(arg.bad_arg_all)
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{
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DAPI_EXPECT(
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HIPBLAS_STATUS_INVALID_VALUE,
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hipblasTrmmFn,
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(handle, side, uplo, transA, diag, M, N, alpha, dA, lda, dB, ldb, nullptr, ldOut));
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DAPI_EXPECT(
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HIPBLAS_STATUS_INVALID_VALUE,
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hipblasTrmmFn,
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(handle, side, uplo, transA, diag, M, N, nullptr, dA, lda, dB, ldb, *dOut, ldOut));
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DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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diag,
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M,
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N,
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alpha,
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nullptr,
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lda,
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dB,
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ldb,
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*dOut,
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ldOut));
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DAPI_EXPECT(HIPBLAS_STATUS_INVALID_VALUE,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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diag,
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M,
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N,
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alpha,
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dA,
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lda,
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nullptr,
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ldb,
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*dOut,
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ldOut));
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// quick return: if alpha == 0, both A & B can be nullptr
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DAPI_EXPECT(HIPBLAS_STATUS_SUCCESS,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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diag,
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M,
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N,
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zero,
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nullptr,
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lda,
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nullptr,
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ldb,
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*dOut,
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ldOut));
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// trmm will quick-return with N == 0 || M == 0. Here, c_i32_overflow will rollover in the case of 32-bit params,
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// and quick-return with 64-bit params. This depends on implementation so only testing rocBLAS backend
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DAPI_EXPECT((arg.api & c_API_64) ? HIPBLAS_STATUS_SUCCESS
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: HIPBLAS_STATUS_INVALID_VALUE,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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diag,
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0,
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c_i32_overflow,
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nullptr,
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nullptr,
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c_i32_overflow,
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nullptr,
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c_i32_overflow,
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nullptr,
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c_i32_overflow));
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DAPI_EXPECT((arg.api & c_API_64) ? HIPBLAS_STATUS_SUCCESS
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: HIPBLAS_STATUS_INVALID_VALUE,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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diag,
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c_i32_overflow,
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0,
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nullptr,
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nullptr,
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c_i32_overflow,
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nullptr,
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c_i32_overflow,
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nullptr,
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c_i32_overflow));
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}
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// quick return: if M == 0, then all other ptrs can be nullptr
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DAPI_EXPECT(HIPBLAS_STATUS_SUCCESS,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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diag,
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0,
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N,
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nullptr,
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nullptr,
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lda,
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nullptr,
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ldb,
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nullptr,
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ldOut));
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// quick return: if N == 0, then all other ptrs can be nullptr
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DAPI_EXPECT(HIPBLAS_STATUS_SUCCESS,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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diag,
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M,
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0,
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nullptr,
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nullptr,
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lda,
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nullptr,
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ldb,
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nullptr,
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ldOut));
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// in-place only checks
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if(inplace)
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{
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// if inplace, must have ldb == ldc
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DAPI_EXPECT(
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HIPBLAS_STATUS_INVALID_VALUE,
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hipblasTrmmFn,
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(handle, side, uplo, transA, diag, M, N, alpha, dA, lda, dB, ldb, *dOut, ldb + 1));
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}
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}
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}
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template <typename T>
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void testing_trmm(const Arguments& arg)
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{
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using Ts = hipblas_internal_type<T>;
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auto hipblasTrmmFn
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= arg.api == hipblas_client_api::FORTRAN ? hipblasTrmm<T, true> : hipblasTrmm<T, false>;
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auto hipblasTrmmFn_64 = arg.api == hipblas_client_api::FORTRAN_64 ? hipblasTrmm_64<T, true>
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: hipblasTrmm_64<T, false>;
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bool inplace = arg.inplace;
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hipblasSideMode_t side = char2hipblas_side(arg.side);
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hipblasFillMode_t uplo = char2hipblas_fill(arg.uplo);
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hipblasOperation_t transA = char2hipblas_operation(arg.transA);
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hipblasDiagType_t diag = char2hipblas_diagonal(arg.diag);
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int64_t M = arg.M;
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int64_t N = arg.N;
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int64_t lda = arg.lda;
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int64_t ldb = arg.ldb;
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int64_t ldc = arg.ldc;
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int64_t ldOut = inplace ? ldb : ldc;
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T h_alpha = arg.get_alpha<T>();
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int64_t K = (side == HIPBLAS_SIDE_LEFT ? M : N);
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hipblasLocalHandle handle(arg);
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// check here to prevent undefined memory allocation error
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bool invalid_size = M < 0 || N < 0 || lda < K || ldb < M || ldc < M;
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if(M == 0 || N == 0 || invalid_size)
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{
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DAPI_EXPECT(invalid_size ? HIPBLAS_STATUS_INVALID_VALUE : HIPBLAS_STATUS_SUCCESS,
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hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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diag,
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M,
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N,
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nullptr,
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nullptr,
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lda,
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nullptr,
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ldb,
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nullptr,
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ldOut));
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return;
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}
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// Naming: `h` is in CPU (host) memory(eg hA), `d` is in GPU (device) memory (eg dA).
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// Allocate host memory
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host_matrix<T> hA(K, K, lda);
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host_matrix<T> hB(M, N, ldb);
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host_matrix<T> hC = (inplace) ? host_matrix<T>(1, 1, 1) : host_matrix<T>(M, N, ldc);
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host_matrix<T> hOut_host(M, N, ldOut);
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host_matrix<T> hOut_device(M, N, ldOut);
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host_matrix<T> hOut_cpu(M, N, ldOut);
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// Allocate device memory
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device_matrix<T> dA(K, K, lda);
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device_matrix<T> dB(M, N, ldb);
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device_matrix<T> dC = (inplace) ? device_matrix<T>(1, 1, 1) : device_matrix<T>(M, N, ldc);
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device_vector<T> d_alpha(1);
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// Check device memory allocation
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CHECK_DEVICE_ALLOCATION(dA.memcheck());
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CHECK_DEVICE_ALLOCATION(dB.memcheck());
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CHECK_DEVICE_ALLOCATION(dC.memcheck());
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CHECK_DEVICE_ALLOCATION(d_alpha.memcheck());
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device_matrix<T>* dOut = inplace ? &dB : &dC;
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double gpu_time_used{0}, hipblas_error_host{0}, hipblas_error_device{0};
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// Initial Data on CPU
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hipblas_init_matrix(hA, arg, hipblas_client_alpha_sets_nan, hipblas_triangular_matrix, true);
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hipblas_init_matrix(
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hB, arg, hipblas_client_alpha_sets_nan, hipblas_general_matrix, false, true);
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if(!inplace)
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hipblas_init_matrix(
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hC, arg, hipblas_client_alpha_sets_nan, hipblas_general_matrix, false, true);
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hOut_host = inplace ? hB : hC;
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hOut_device = hOut_host;
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hOut_cpu = hOut_host;
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// copy data from CPU to device
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CHECK_HIP_ERROR(dA.transfer_from(hA));
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CHECK_HIP_ERROR(dB.transfer_from(hB));
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CHECK_HIP_ERROR(hipMemcpy(d_alpha, &h_alpha, sizeof(T), hipMemcpyHostToDevice));
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if(arg.unit_check || arg.norm_check)
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{
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/* =====================================================================
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HIPBLAS
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=================================================================== */
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CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, HIPBLAS_POINTER_MODE_HOST));
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DAPI_CHECK(hipblasTrmmFn,
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(handle,
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side,
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uplo,
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transA,
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diag,
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M,
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N,
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reinterpret_cast<Ts*>(&h_alpha),
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dA,
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lda,
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dB,
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ldb,
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*dOut,
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ldOut));
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// copy output from device to CPU
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CHECK_HIP_ERROR(hOut_host.transfer_from(*dOut));
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CHECK_HIP_ERROR(dB.transfer_from(hB));
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CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, HIPBLAS_POINTER_MODE_DEVICE));
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DAPI_CHECK(
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hipblasTrmmFn,
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(handle, side, uplo, transA, diag, M, N, d_alpha, dA, lda, dB, ldb, *dOut, ldOut));
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CHECK_HIP_ERROR(hOut_device.transfer_from(*dOut));
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/* =====================================================================
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CPU BLAS
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=================================================================== */
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// use hB matrix for cblas, copy into C matrix for !inplace version to compare with hipblas
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ref_trmm<T>(side, uplo, transA, diag, M, N, h_alpha, hA, lda, hB, ldb);
|
|
copy_matrix_with_different_leading_dimensions(hB, hOut_cpu, M, N, ldb, ldOut);
|
|
|
|
// enable unit check, notice unit check is not invasive, but norm check is,
|
|
// unit check and norm check can not be interchanged their order
|
|
if(arg.unit_check)
|
|
{
|
|
unit_check_general<T>(M, N, ldOut, hOut_cpu, hOut_host);
|
|
unit_check_general<T>(M, N, ldOut, hOut_cpu, hOut_device);
|
|
}
|
|
if(arg.norm_check)
|
|
{
|
|
hipblas_error_host = norm_check_general<T>('F', M, N, ldOut, hOut_cpu, hOut_host);
|
|
hipblas_error_device = norm_check_general<T>('F', M, N, ldOut, hOut_cpu, hOut_device);
|
|
}
|
|
}
|
|
|
|
if(arg.timing)
|
|
{
|
|
hipStream_t stream;
|
|
CHECK_HIPBLAS_ERROR(hipblasGetStream(handle, &stream));
|
|
CHECK_HIPBLAS_ERROR(hipblasSetPointerMode(handle, HIPBLAS_POINTER_MODE_DEVICE));
|
|
|
|
int runs = arg.cold_iters + arg.iters;
|
|
for(int iter = 0; iter < runs; iter++)
|
|
{
|
|
if(iter == arg.cold_iters)
|
|
gpu_time_used = get_time_us_sync(stream);
|
|
|
|
DAPI_DISPATCH(
|
|
hipblasTrmmFn,
|
|
(handle, side, uplo, transA, diag, M, N, d_alpha, dA, lda, dB, ldb, *dOut, ldOut));
|
|
}
|
|
gpu_time_used = get_time_us_sync(stream) - gpu_time_used;
|
|
|
|
hipblasTrmmModel{}.log_args<T>(std::cout,
|
|
arg,
|
|
gpu_time_used,
|
|
trmm_gflop_count<T>(M, N, K),
|
|
trmm_gbyte_count<T>(M, N, K),
|
|
hipblas_error_host,
|
|
hipblas_error_device);
|
|
}
|
|
}
|