/* ****************************************************************************** * * * This program and the accompanying materials are made available under the * terms of the Apache License, Version 2.0 which is available at * https://www.apache.org/licenses/LICENSE-2.0. * * See the NOTICE file distributed with this work for additional * information regarding copyright ownership. * 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. * * SPDX-License-Identifier: Apache-2.0 ******************************************************************************/ // // @author raver119@gmail.com // #include "testlayers.h" #include #include #include using namespace sd; using namespace sd::graph; class ServerRelatedTests : public testing::Test { public: ServerRelatedTests() { Environment::getInstance().setDebug(true); Environment::getInstance().setVerbose(true); } ~ServerRelatedTests() { Environment::getInstance().setDebug(false); Environment::getInstance().setVerbose(false); } }; /* TEST_F(ServerRelatedTests, Basic_Output_Test_1) { flatbuffers::FlatBufferBuilder builder(4096); auto array1 = NDArrayFactory::create_('c', {10, 10}); auto array2 = NDArrayFactory::create_('c', {10, 10}); auto array3 = NDArrayFactory::create_('c', {10, 10}); array1->assign(1.0f); array2->assign(2.0f); array3->assign(3.0f); Variable var1(array1, "first", 1); Variable var2(array2, "second", 2); Variable var3(array3, "second indexed", 2, 1); ExecutionResult result({&var1, &var2, &var3}); ASSERT_EQ(*array1, *result.at(0)->getNDArray()); ASSERT_EQ(*array2, *result.at(1)->getNDArray()); ASSERT_EQ(*array3, *result.at(2)->getNDArray()); ASSERT_EQ(*array1, *result.byId("first")->getNDArray()); ASSERT_EQ(*array2, *result.byId("second")->getNDArray()); ASSERT_EQ(*array3, *result.byId("second indexed")->getNDArray()); auto flatResult = result.asFlatResult(builder); builder.Finish(flatResult); auto ptr = builder.GetBufferPointer(); auto received = GetFlatResult(ptr); ExecutionResult restored(received); ASSERT_EQ(3, restored.size()); ASSERT_EQ(*array1, *restored.at(0)->getNDArray()); ASSERT_EQ(*array2, *restored.at(1)->getNDArray()); ASSERT_EQ(*array3, *restored.at(2)->getNDArray()); ASSERT_EQ(*array1, *restored.byId("first")->getNDArray()); ASSERT_EQ(*array2, *restored.byId("second")->getNDArray()); ASSERT_EQ(*array3, *restored.byId("second indexed")->getNDArray()); } */ #if GRAPH_FILES_OK TEST_F(ServerRelatedTests, Basic_Execution_Test_1) { flatbuffers::FlatBufferBuilder builder(4096); auto oGraph = GraphExecutioner::importFromFlatBuffers("./resources/reduce_dim_false.fb"); oGraph->printOut(); auto exp = NDArrayFactory::create('c', {3}, {3.f, 3.f, 3.f}); GraphHolder::getInstance().registerGraph(11901L, oGraph); auto cGraph = GraphHolder::getInstance().cloneGraph(11901L); ASSERT_TRUE(oGraph != cGraph); auto flatResult = GraphExecutioner::execute(cGraph, builder, nullptr); builder.Finish(flatResult); auto ptr = builder.GetBufferPointer(); auto received = GetFlatResult(ptr); ExecutionResult restored(received); ASSERT_EQ(1, restored.size()); ASSERT_EQ(exp, *restored.at(0)->getNDArray()); delete cGraph; GraphHolder::getInstance().dropGraphAny(11901L); } TEST_F(ServerRelatedTests, Basic_Execution_Test_2) { flatbuffers::FlatBufferBuilder builder(4096); flatbuffers::FlatBufferBuilder otherBuilder(4096); auto oGraph = GraphExecutioner::importFromFlatBuffers("./resources/reduce_dim_false.fb"); oGraph->printOut(); auto input0 = NDArrayFactory::create('c', {3, 3}, {2.f,2.f,2.f, 2.f,2.f,2.f, 2.f,2.f,2.f}); auto exp = NDArrayFactory::create('c', {3}, {6.f, 6.f, 6.f}); GraphHolder::getInstance().registerGraph(11902L, oGraph); auto cGraph = GraphHolder::getInstance().cloneGraph(11902L); ASSERT_TRUE(oGraph != cGraph); // mastering InferenceRequest InferenceRequest ir(11902L); ir.appendVariable(1, 0, &input0); auto af = ir.asFlatInferenceRequest(otherBuilder); otherBuilder.Finish(af); auto fptr = otherBuilder.GetBufferPointer(); auto fir = GetFlatInferenceRequest(fptr); auto flatResult = GraphExecutioner::execute(cGraph, builder, fir); builder.Finish(flatResult); auto ptr = builder.GetBufferPointer(); auto received = GetFlatResult(ptr); ExecutionResult restored(received); ASSERT_EQ(1, restored.size()); ASSERT_EQ(exp, *restored.at(0)->getNDArray()); delete cGraph; GraphHolder::getInstance().dropGraphAny(11902L); } TEST_F(ServerRelatedTests, BasicExecutionTests_3) { flatbuffers::FlatBufferBuilder builder(4096); flatbuffers::FlatBufferBuilder otherBuilder(4096); auto oGraph = GraphExecutioner::importFromFlatBuffers("./resources/reduce_dim_false.fb"); oGraph->printOut(); auto input0 = NDArrayFactory::create('c', {3, 3}, {2.f,2.f,2.f, 2.f,2.f,2.f, 2.f,2.f,2.f}); auto exp = NDArrayFactory::create('c', {3}, {6.f, 6.f, 6.f}); GraphHolder::getInstance().registerGraph(11903L, oGraph); // mastering InferenceRequest InferenceRequest ir(11903L); ir.appendVariable(1, 0, &input0); auto af = ir.asFlatInferenceRequest(otherBuilder); otherBuilder.Finish(af); auto fptr = otherBuilder.GetBufferPointer(); auto fir = GetFlatInferenceRequest(fptr); auto flatResult = GraphHolder::getInstance().execute(fir->id(), builder, fir); builder.Finish(flatResult); auto ptr = builder.GetBufferPointer(); auto received = GetFlatResult(ptr); ExecutionResult restored(received); ASSERT_EQ(1, restored.size()); ASSERT_EQ(exp, *restored.at(0)->getNDArray()); GraphHolder::getInstance().dropGraphAny(11903L); } #endif