derek.holloway
7502bf64a4
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701 lines
29 KiB
C++
701 lines
29 KiB
C++
/*******************************************************************************
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*
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* MIT License
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*
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* Copyright (C) 2022-2024 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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/* ========================================Gtest Unit Check
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* ==================================================== */
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/*! \brief gtest unit compare two matrices float/double/complex */
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#pragma once
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#include "hipblaslt_math.hpp"
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#include "hipblaslt_ostream.hpp"
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#include "hipblaslt_test.hpp"
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#include "hipblaslt_vector.hpp"
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#include <hipblaslt/hipblaslt.h>
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#ifndef GOOGLE_TEST
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#define UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, UNIT_ASSERT_EQ)
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#define UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, UNIT_ASSERT_EQ)
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#else
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#define UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, UNIT_ASSERT_EQ) \
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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(hipblaslt_isnan(hCPU[i + j * size_t(lda) + k * strideA])) \
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{ \
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ASSERT_TRUE(hipblaslt_isnan(hGPU[i + j * size_t(lda) + k * strideA])); \
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} \
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else \
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{ \
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UNIT_ASSERT_EQ(hCPU[i + j * size_t(lda) + k * strideA], \
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hGPU[i + j * size_t(lda) + k * strideA]); \
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} \
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} while(0)
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#define UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, UNIT_ASSERT_EQ) \
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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(hipblaslt_isnan(hCPU[k][i + j * size_t(lda)])) \
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{ \
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ASSERT_TRUE(hipblaslt_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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UNIT_ASSERT_EQ(hCPU[k][i + j * size_t(lda)], \
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hGPU[k][i + j * size_t(lda)]); \
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} \
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} while(0)
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#define ASSERT_HALF_EQ(a, b) ASSERT_FLOAT_EQ(float(a), float(b))
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#define ASSERT_BF16_EQ(a, b) ASSERT_FLOAT_EQ(float(a), float(b))
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#define ASSERT_F8_EQ(a, b) ASSERT_FLOAT_EQ(float(a), float(b))
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#define ASSERT_BF8_EQ(a, b) ASSERT_FLOAT_EQ(float(a), float(b))
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// Compare float to hip_bfloat16
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// Allow the hip_bfloat16 to match the rounded or truncated value of float
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// Only call ASSERT_FLOAT_EQ with the rounded value if the truncated value does not match
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#include <gtest/internal/gtest-internal.h>
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#define ASSERT_FLOAT_BF16_EQ(a, b) \
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do \
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{ \
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using testing::internal::FloatingPoint; \
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if(!FloatingPoint<float>(b).AlmostEquals( \
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FloatingPoint<float>(float_to_bfloat16_truncate(a)))) \
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ASSERT_FLOAT_EQ(b, hip_bfloat16(a)); \
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} while(0)
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#define ASSERT_FLOAT_COMPLEX_EQ(a, b) \
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do \
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{ \
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auto ta = (a), tb = (b); \
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ASSERT_FLOAT_EQ(std::real(ta), std::real(tb)); \
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ASSERT_FLOAT_EQ(std::imag(ta), std::imag(tb)); \
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} while(0)
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#define ASSERT_DOUBLE_COMPLEX_EQ(a, b) \
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do \
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{ \
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auto ta = (a), tb = (b); \
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ASSERT_DOUBLE_EQ(std::real(ta), std::real(tb)); \
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ASSERT_DOUBLE_EQ(std::imag(ta), std::imag(tb)); \
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} while(0)
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#endif // GOOGLE_TEST
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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 unit_check_general(
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int64_t M, int64_t N, int64_t lda, const std::remove_cv_t<T_hpa>* hCPU, const T* hGPU);
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template <>
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inline void unit_check_general(
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int64_t M, int64_t N, int64_t lda, const hipblaslt_f8_fnuz* hCPU, const hipblaslt_f8_fnuz* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_F8_EQ);
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}
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template <>
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inline void unit_check_general(int64_t M,
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int64_t N,
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int64_t lda,
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const hipblaslt_bf8_fnuz* hCPU,
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const hipblaslt_bf8_fnuz* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_BF8_EQ);
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}
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template <>
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inline void unit_check_general(
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int64_t M, int64_t N, int64_t lda, const hipblaslt_f8* hCPU, const hipblaslt_f8* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_F8_EQ);
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}
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template <>
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inline void unit_check_general(
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int64_t M, int64_t N, int64_t lda, const hipblaslt_bf8* hCPU, const hipblaslt_bf8* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_BF8_EQ);
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}
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template <>
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inline void unit_check_general(
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int64_t M, int64_t N, int64_t lda, const hip_bfloat16* hCPU, const hip_bfloat16* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_BF16_EQ);
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}
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template <>
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inline void unit_check_general<hip_bfloat16, float>(
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int64_t M, int64_t N, int64_t lda, const float* hCPU, const hip_bfloat16* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_FLOAT_BF16_EQ);
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}
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template <>
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inline void unit_check_general(
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int64_t M, int64_t N, int64_t lda, const hipblasLtHalf* hCPU, const hipblasLtHalf* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_HALF_EQ);
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}
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template <>
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inline void
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unit_check_general(int64_t M, int64_t N, int64_t lda, const float* hCPU, const float* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_FLOAT_EQ);
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}
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template <>
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inline void
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unit_check_general(int64_t M, int64_t N, int64_t lda, const double* hCPU, const double* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_DOUBLE_EQ);
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}
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template <>
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inline void
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unit_check_general(int64_t M, int64_t N, int64_t lda, const int64_t* hCPU, const int64_t* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_EQ);
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}
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template <>
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inline void
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unit_check_general(int64_t M, int64_t N, int64_t lda, const int8_t* hCPU, const int8_t* hGPU)
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{
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UNIT_CHECK(M, N, lda, 0, hCPU, hGPU, 1, ASSERT_EQ);
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}
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template <typename T, typename T_hpa = T>
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inline void unit_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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template <>
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inline void unit_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 hip_bfloat16* hCPU,
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const hip_bfloat16* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_BF16_EQ);
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}
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template <>
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inline void unit_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 hipblaslt_f8_fnuz* hCPU,
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const hipblaslt_f8_fnuz* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_F8_EQ);
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}
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template <>
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inline void unit_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 hipblaslt_bf8_fnuz* hCPU,
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const hipblaslt_bf8_fnuz* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_BF8_EQ);
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}
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template <>
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inline void unit_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 hipblaslt_f8* hCPU,
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const hipblaslt_f8* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_F8_EQ);
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}
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template <>
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inline void unit_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 hipblaslt_bf8* hCPU,
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const hipblaslt_bf8* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_BF8_EQ);
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}
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template <>
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inline void unit_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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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_FLOAT_BF16_EQ);
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}
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template <>
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inline void unit_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 hipblasLtHalf* hCPU,
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const hipblasLtHalf* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_HALF_EQ);
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}
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template <>
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inline void unit_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 float* hCPU,
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const float* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_FLOAT_EQ);
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}
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template <>
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inline void unit_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 double* hCPU,
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const double* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_DOUBLE_EQ);
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}
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template <>
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inline void unit_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 int64_t* hCPU,
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const int64_t* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_EQ);
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}
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template <>
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inline void unit_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 int8_t* hCPU,
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const int8_t* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_EQ);
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}
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template <>
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inline void unit_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 int32_t* hCPU,
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const int32_t* hGPU,
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int64_t batch_count)
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{
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UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_EQ);
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}
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template <typename T, typename T_hpa = T>
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inline void unit_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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template <>
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inline void unit_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<hip_bfloat16> hCPU[],
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const host_vector<hip_bfloat16> hGPU[],
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int64_t batch_count)
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{
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UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_BF16_EQ);
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}
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template <>
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inline void unit_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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{
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UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_FLOAT_BF16_EQ);
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}
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template <>
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inline void unit_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<hipblasLtHalf> hCPU[],
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const host_vector<hipblasLtHalf> hGPU[],
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int64_t batch_count)
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{
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UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_HALF_EQ);
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}
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template <>
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inline void unit_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<int> hCPU[],
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const host_vector<int> hGPU[],
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int64_t batch_count)
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{
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UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_EQ);
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}
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template <>
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inline void unit_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<int8_t> hCPU[],
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const host_vector<int8_t> hGPU[],
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int64_t batch_count)
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{
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UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_EQ);
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}
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template <>
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inline void unit_check_general(int64_t M,
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int64_t N,
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int64_t lda,
|
|
const host_vector<float> hCPU[],
|
|
const host_vector<float> hGPU[],
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_FLOAT_EQ);
|
|
}
|
|
|
|
template <>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
const host_vector<double> hCPU[],
|
|
const host_vector<double> hGPU[],
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_DOUBLE_EQ);
|
|
}
|
|
|
|
template <typename T, typename T_hpa = T>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
const std::remove_cv_t<T_hpa>* const hCPU[],
|
|
const T* const hGPU[],
|
|
int64_t batch_count);
|
|
|
|
template <>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
const hip_bfloat16* const hCPU[],
|
|
const hip_bfloat16* const hGPU[],
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_BF16_EQ);
|
|
}
|
|
|
|
template <>
|
|
inline void unit_check_general<hip_bfloat16, float>(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
const float* const hCPU[],
|
|
const hip_bfloat16* const hGPU[],
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_FLOAT_BF16_EQ);
|
|
}
|
|
|
|
template <>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
const hipblasLtHalf* const hCPU[],
|
|
const hipblasLtHalf* const hGPU[],
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_HALF_EQ);
|
|
}
|
|
|
|
template <>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
const int* const hCPU[],
|
|
const int* const hGPU[],
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_EQ);
|
|
}
|
|
|
|
template <>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
const int8_t* const hCPU[],
|
|
const int8_t* const hGPU[],
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_EQ);
|
|
}
|
|
|
|
template <>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
const float* const hCPU[],
|
|
const float* const hGPU[],
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_FLOAT_EQ);
|
|
}
|
|
|
|
template <>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
const double* const hCPU[],
|
|
const double* const hGPU[],
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK_B(M, N, lda, hCPU, hGPU, batch_count, ASSERT_DOUBLE_EQ);
|
|
}
|
|
|
|
// Specialization for std::complex<float>
|
|
template <>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
int64_t strideA,
|
|
const std::complex<float>* hCPU,
|
|
const std::complex<float>* hGPU,
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_FLOAT_COMPLEX_EQ);
|
|
}
|
|
|
|
// Specialization for std::complex<double>
|
|
template <>
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
int64_t strideA,
|
|
const std::complex<double>* hCPU,
|
|
const std::complex<double>* hGPU,
|
|
int64_t batch_count)
|
|
{
|
|
UNIT_CHECK(M, N, lda, strideA, hCPU, hGPU, batch_count, ASSERT_DOUBLE_COMPLEX_EQ);
|
|
}
|
|
|
|
template <typename T>
|
|
constexpr double get_epsilon()
|
|
{
|
|
return std::numeric_limits<T>::epsilon();
|
|
}
|
|
|
|
template <typename T>
|
|
inline int64_t unit_check_diff(
|
|
int64_t M, int64_t N, int64_t lda, int64_t stride, T* hCPU, T* hGPU, int64_t batch_count)
|
|
{
|
|
using c_type = std::conditional_t<std::is_same<hipblasLtHalf, T>::value, float, T>;
|
|
int64_t error = 0;
|
|
do
|
|
{
|
|
for(size_t k = 0; k < batch_count; k++)
|
|
for(size_t j = 0; j < N; j++)
|
|
for(size_t i = 0; i < M; i++)
|
|
if(hipblaslt_isnan(hCPU[i + j * size_t(lda) + k * stride]))
|
|
{
|
|
error += hipblaslt_isnan(hGPU[i + j * size_t(lda) + k * stride]) ? 0 : 1;
|
|
}
|
|
else
|
|
{
|
|
error += static_cast<c_type>(hCPU[i + j * size_t(lda) + k * stride])
|
|
== static_cast<c_type>(
|
|
hGPU[i + j * size_t(lda) + k * stride])
|
|
? 0
|
|
: 1;
|
|
}
|
|
} while(0);
|
|
return error;
|
|
}
|
|
|
|
inline void unit_check_general(int64_t M,
|
|
int64_t N,
|
|
int64_t lda,
|
|
int64_t strideA,
|
|
void* hCPU,
|
|
void* hGPU,
|
|
int64_t batch_count,
|
|
hipDataType type)
|
|
{
|
|
switch(type)
|
|
{
|
|
case HIP_R_32F:
|
|
unit_check_general(
|
|
M, N, lda, strideA, static_cast<float*>(hCPU), static_cast<float*>(hGPU), batch_count);
|
|
break;
|
|
case HIP_R_64F:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<double*>(hCPU),
|
|
static_cast<double*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_C_32F:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<std::complex<float>*>(hCPU),
|
|
static_cast<std::complex<float>*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_C_64F:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<std::complex<double>*>(hCPU),
|
|
static_cast<std::complex<double>*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_R_16F:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<hipblasLtHalf*>(hCPU),
|
|
static_cast<hipblasLtHalf*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_R_16BF:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<hip_bfloat16*>(hCPU),
|
|
static_cast<hip_bfloat16*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_R_8F_E4M3_FNUZ:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<hipblaslt_f8_fnuz*>(hCPU),
|
|
static_cast<hipblaslt_f8_fnuz*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_R_8F_E5M2_FNUZ:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<hipblaslt_bf8_fnuz*>(hCPU),
|
|
static_cast<hipblaslt_bf8_fnuz*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_R_8F_E4M3:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<hipblaslt_f8*>(hCPU),
|
|
static_cast<hipblaslt_f8*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_R_8F_E5M2:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<hipblaslt_bf8*>(hCPU),
|
|
static_cast<hipblaslt_bf8*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_R_32I:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<int32_t*>(hCPU),
|
|
static_cast<int32_t*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
case HIP_R_8I:
|
|
unit_check_general(M,
|
|
N,
|
|
lda,
|
|
strideA,
|
|
static_cast<hipblasLtInt8*>(hCPU),
|
|
static_cast<hipblasLtInt8*>(hGPU),
|
|
batch_count);
|
|
break;
|
|
default:
|
|
hipblaslt_cerr << "Error type in unit_check_general" << std::endl;
|
|
break;
|
|
}
|
|
}
|