derek.holloway
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229 lines
12 KiB
C++
229 lines
12 KiB
C++
/*******************************************************************************
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*
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* MIT License
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*
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* Copyright (c) 2022-2023 Advanced Micro Devices, Inc.
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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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/* =====================================================================
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Google Near check: ASSERT_NEAR( elementof(A), elementof(B))
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=================================================================== */
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/*!\file
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* \brief compares two results (usually, CPU and GPU results); provides Google Near check.
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*/
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#pragma once
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#include "hipsparselt_math.hpp"
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#include "hipsparselt_test.hpp"
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#include "hipsparselt_vector.hpp"
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#include <hipsparselt/hipsparselt.h>
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#ifndef GOOGLE_TEST
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#define NEAR_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, err, NEAR_ASSERT)
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#define NEAR_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, err, NEAR_ASSERT)
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#else
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#define NEAR_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, err, NEAR_ASSERT) \
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do \
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{ \
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for(size_t k = 0; k < batch_count; k++) \
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for(size_t j = 0; j < N; j++) \
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for(size_t i = 0; i < M; i++) \
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NEAR_ASSERT(hCPU[i + j * size_t(lda) + k * strideA], \
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hGPU[i + j * size_t(lda) + k * strideA], \
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err); \
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} while(0)
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#define NEAR_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, err, NEAR_ASSERT) \
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do \
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{ \
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for(size_t k = 0; k < batch_count; k++) \
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for(size_t j = 0; j < N; j++) \
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for(size_t i = 0; i < M; i++) \
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if(hipsparselt_isnan(hCPU[k][i + j * size_t(lda)])) \
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{ \
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ASSERT_TRUE(hipsparselt_isnan(hGPU[k][i + j * size_t(lda)])); \
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} \
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else \
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{ \
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NEAR_ASSERT( \
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hCPU[k][i + j * size_t(lda)], hGPU[k][i + j * size_t(lda)], err); \
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} \
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} while(0)
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#endif
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#define NEAR_ASSERT_HALF(a, b, err) ASSERT_NEAR(double(a), double(b), err)
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#define NEAR_ASSERT_BF16(a, b, err) ASSERT_NEAR(double(a), double(b), err)
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#define NEAR_ASSERT_COMPLEX(a, b, err) \
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do \
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{ \
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auto ta = (a), tb = (b); \
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ASSERT_NEAR(std::real(ta), std::real(tb), err); \
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ASSERT_NEAR(std::imag(ta), std::imag(tb), err); \
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} while(0)
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// TODO: Replace std::remove_cv_t with std::type_identity_t in C++20
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// It is only used to make T_hpa non-deduced
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template <typename T, typename T_hpa = T>
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inline void near_check_general(int64_t M,
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int64_t N,
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int64_t lda,
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const std::remove_cv_t<T_hpa>* hCPU,
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const T* hGPU,
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double abs_error)
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{
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NEAR_CHECK(M, N, lda, 0, hCPU, hGPU, 1, abs_error, ASSERT_NEAR);
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}
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template <>
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inline void near_check_general(
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int64_t M, int64_t N, int64_t lda, const __half* hCPU, const __half* hGPU, double abs_error)
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{
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NEAR_CHECK(M, N, lda, 0, hCPU, hGPU, 1, abs_error, NEAR_ASSERT_HALF);
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}
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template <>
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inline void near_check_general<hip_bfloat16, float>(int64_t M,
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int64_t N,
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int64_t lda,
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const float* hCPU,
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const hip_bfloat16* hGPU,
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double abs_error)
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{
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NEAR_CHECK(M, N, lda, 0, hCPU, hGPU, 1, abs_error, NEAR_ASSERT_BF16);
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}
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template <typename T, typename T_hpa = T>
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inline void near_check_general(int64_t M,
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int64_t N,
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int64_t lda,
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int64_t strideA,
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const std::remove_cv_t<T_hpa>* hCPU,
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const T* hGPU,
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int64_t batch_count,
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double abs_error)
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{
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NEAR_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, abs_error, ASSERT_NEAR);
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}
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template <>
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inline void near_check_general(int64_t M,
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int64_t N,
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int64_t lda,
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int64_t strideA,
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const __half* hCPU,
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const __half* hGPU,
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int64_t batch_count,
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double abs_error)
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{
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NEAR_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, abs_error, NEAR_ASSERT_HALF);
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}
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template <>
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inline void near_check_general<hip_bfloat16, float>(int64_t M,
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int64_t N,
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int64_t lda,
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int64_t strideA,
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const float* hCPU,
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const hip_bfloat16* hGPU,
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int64_t batch_count,
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double abs_error)
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{
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NEAR_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, abs_error, NEAR_ASSERT_BF16);
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}
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template <typename T, typename T_hpa = T>
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void near_check_general(int64_t M,
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int64_t N,
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int64_t lda,
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const host_vector<std::remove_cv_t<T_hpa>> hCPU[],
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const host_vector<T> hGPU[],
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int64_t batch_count,
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double abs_error)
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{
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NEAR_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, abs_error, ASSERT_NEAR);
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}
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template <>
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inline void near_check_general(int64_t M,
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int64_t N,
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int64_t lda,
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const host_vector<__half> hCPU[],
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const host_vector<__half> hGPU[],
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int64_t batch_count,
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double abs_error)
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{
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NEAR_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, abs_error, NEAR_ASSERT_HALF);
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}
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template <>
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inline void near_check_general<hip_bfloat16, float>(int64_t M,
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int64_t N,
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int64_t lda,
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const host_vector<float> hCPU[],
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const host_vector<hip_bfloat16> hGPU[],
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int64_t batch_count,
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double abs_error)
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{
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NEAR_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, abs_error, NEAR_ASSERT_BF16);
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}
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template <typename T, typename T_hpa = T>
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inline void near_check_general(int64_t M,
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int64_t N,
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int64_t lda,
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const std::remove_cv_t<T_hpa>* const hCPU[],
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const T* const hGPU[],
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int64_t batch_count,
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double abs_error)
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{
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NEAR_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, abs_error, ASSERT_NEAR);
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}
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template <>
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inline void near_check_general(int64_t M,
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int64_t N,
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int64_t lda,
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const __half* const hCPU[],
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const __half* const hGPU[],
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int64_t batch_count,
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double abs_error)
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{
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NEAR_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, abs_error, NEAR_ASSERT_HALF);
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}
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template <>
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inline void near_check_general<hip_bfloat16, float>(int64_t M,
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int64_t N,
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int64_t lda,
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const float* const hCPU[],
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const hip_bfloat16* const hGPU[],
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int64_t batch_count,
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double abs_error)
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{
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NEAR_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, abs_error, NEAR_ASSERT_BF16);
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}
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