/** * Copyright (c) 2016-present, Facebook, Inc. * * 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. */ #include "caffe2/core/flags.h" #include "caffe2/core/init.h" #include "caffe2/predictor/predictor.h" #include "caffe2/utils/proto_utils.h" C10_DEFINE_string(init_net, "", "The given path to the init protobuffer."); C10_DEFINE_string( predict_net, "", "The given path to the predict protobuffer."); namespace caffe2 { void run() { if (FLAGS_init_net.empty()) { LOG(FATAL) << "No init net specified. Use --init_net=/path/to/net."; } if (FLAGS_predict_net.empty()) { LOG(FATAL) << "No predict net specified. Use --predict_net=/path/to/net."; } caffe2::NetDef init_net, predict_net; CAFFE_ENFORCE(ReadProtoFromFile(FLAGS_init_net, &init_net)); CAFFE_ENFORCE(ReadProtoFromFile(FLAGS_predict_net, &predict_net)); // Can be large due to constant fills VLOG(1) << "Init net: " << ProtoDebugString(init_net); LOG(INFO) << "Predict net: " << ProtoDebugString(predict_net); auto predictor = caffe2::make_unique(init_net, predict_net); LOG(INFO) << "Checking that a null forward-pass works"; Predictor::TensorList inputVec, outputVec; (*predictor)(inputVec, &outputVec); CAFFE_ENFORCE_GT(outputVec.size(), 0); } } int main(int argc, char** argv) { caffe2::GlobalInit(&argc, &argv); caffe2::run(); // This is to allow us to use memory leak checks. caffe2::ShutdownProtobufLibrary(); return 0; }