Linalg.cpp

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// ----------------------------------------------------------------------------
// -                        CloudViewer: www.cloudViewer.org                  -
// ----------------------------------------------------------------------------
// Copyright (c) 2018-2024 www.cloudViewer.org
// SPDX-License-Identifier: MIT
// ----------------------------------------------------------------------------
 
#include <benchmark/benchmark.h>
 
#include "cloudViewer/core/CUDAUtils.h"
#include "cloudViewer/core/Tensor.h"
#include "cloudViewer/utility/Logging.h"
 
namespace cloudViewer {
namespace core {
 
void MatmulAB(benchmark::State& state, const Device& device) {
    Tensor A = Tensor::Ones({10000, 4}, core::Float32, device);
    Tensor B = Tensor::Ones({4, 10000}, core::Float32, device);
 
    Tensor output = A.Matmul(B);
    for (auto _ : state) {
        output = A.Matmul(B);
        core::cuda::Synchronize(device);
    }
}
 
BENCHMARK_CAPTURE(MatmulAB, CPU, Device("CPU:0"))
        ->Unit(benchmark::kMillisecond);
 
#ifdef BUILD_CUDA_MODULE
BENCHMARK_CAPTURE(MatmulAB, CUDA, Device("CUDA:0"))
        ->Unit(benchmark::kMillisecond);
#endif
 
}  // namespace core
}  // namespace cloudViewer