/* Copyright (c) 2016 Baidu, Inc. All Rights Reserve. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. */ #ifndef PADDLE_ONLY_CPU #include "paddle/utils/Util.h" #include "paddle/math/Vector.h" #include "test_matrixUtil.h" #include using namespace paddle; // NOLINT TEST(CpuGpuVector, getData) { size_t size = 500; hl_stream_t stream(HPPL_STREAM_DEFAULT); CpuVectorPtr cpuVec = std::make_shared(size); GpuVectorPtr gpuVec = std::make_shared(size); cpuVec->uniform(0.0, 10.0); gpuVec->copyFrom(*cpuVec, stream); hl_stream_synchronize(stream); CpuGpuVectorPtr vec = std::make_shared(gpuVec); auto a = vec->getData(false); auto b = cpuVec->getData(); hl_stream_synchronize(stream); checkDataEqual(a, b, size); } TEST(CpuGpuVector, subCreate) { size_t size1 = 1024; size_t offset = 100; size_t size2 = 500; hl_stream_t stream(HPPL_STREAM_DEFAULT); CpuGpuVectorPtr v1 = std::make_shared(size1, /*useGpu*/ false); auto vec = v1->getMutableVector(false); vec->uniform(0.0, 10.0); auto v2 = std::make_shared(*v1, offset, size2); CHECK_EQ(*v1->getSync(), *v2->getSync()); // check subVec equal checkDataEqual(v1->getData(false) + offset, v2->getData(false), size2); CpuVectorPtr v1Check = std::make_shared(size1); CpuVectorPtr v2Check = std::make_shared(size2); v1Check->copyFrom(*(v1->getVector(true)), stream); v2Check->copyFrom(*(v2->getVector(true)), stream); hl_stream_synchronize(stream); checkDataEqual(v2->getData(false), v2Check->getData(), size2); checkDataEqual(v1Check->getData() + offset, v2Check->getData(), size2); CpuVectorPtr noise = std::make_shared(size2); noise->uniform(0.0, 1.0); auto v = v2->getMutableVector(false); // will change header // add noise to subVec v->add(*noise); // check v1_cpu_data == v2_cpu_data checkDataEqual(v1->getData(false) + offset, v2->getData(false), size2); v1Check->copyFrom(*(v1->getVector(true)), stream); v2Check->copyFrom(*(v2->getVector(true)), stream); hl_stream_synchronize(stream); // check v1_gpu_data == v2_gpu_data checkDataEqual(v1Check->getData() + offset, v2Check->getData(), size2); } int main(int argc, char** argv) { testing::InitGoogleTest(&argc, argv); initMain(argc, argv); int ret = RUN_ALL_TESTS(); return ret; } #endif