/** * \file imperative/src/test/io_remote.cpp * MegEngine is Licensed under the Apache License, Version 2.0 (the "License") * * Copyright (c) 2014-2021 Megvii Inc. All rights reserved. * * Unless required by applicable law or agreed to in writing, * software distributed under the License is distributed on an * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. */ #include "./helper.h" #include "megbrain/imperative/ops/autogen.h" #include "megbrain/opr/mm_handler.h" using namespace mgb; using namespace imperative; TEST(TestImperative, IORemote) { REQUIRE_GPU(2); const char* server_addr = "127.0.0.1"; uint32_t port = 4567; mgb_assert(opr::create_zmqrpc_server(server_addr, port) > 0); HostTensorGenerator<> gen; CompNode cn0 = CompNode::load("gpu0"), cn1 = CompNode::load("gpu1"); size_t vector_size = 233; auto host_x = gen({vector_size}, cn0), host_y = gen({vector_size}, cn1); auto expect = gen({vector_size}); for (size_t i = 0; i < vector_size; ++i) { expect->ptr()[i] = host_x->ptr()[i]; } auto run_send = [&](std::shared_ptr hnd) { auto def = imperative::RemoteSend::make( "io_remote_test", server_addr, port, 1, "nccl"); auto inp = Tensor::make(*hnd); auto oup = OpDef::apply_on_physical_tensor(*def, {inp}); }; auto run_recv = [&](std::shared_ptr hnd) { auto def = imperative::RemoteRecv::make( "io_remote_test", server_addr, port, 0, CompNode::load("gpu1"), std::vector{(int32_t)vector_size}, dtype::Float32(), "nccl"); auto inp = Tensor::make(*hnd); auto oup = OpDef::apply_on_physical_tensor(*def, {inp}); HostTensorND host_v; host_v.copy_from(oup[0]->dev_tensor()).sync(); MGB_ASSERT_TENSOR_NEAR(*expect, host_v, 1e-6); }; std::thread t0(std::bind(run_send, host_x)); std::thread t1(std::bind(run_recv, host_y)); t0.join(); t1.join(); } // vim: syntax=cpp.doxygen foldmethod=marker foldmarker=f{{{,f}}} // ./imperative_test --gtest_filter TestIORemote