/** * Copyright 2019-2020 Huawei Technologies Co., Ltd * * 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 #include #include #include "debug/ge_log.h" #include "debug/ge_util.h" namespace ge { GE_FUNC_DEV_VISIBILITY GE_FUNC_HOST_VISIBILITY graphStatus BroadCastInfer(const std::function()>& get_in1_shape, const std::function()>& get_in2_shape, const std::function& outShape)>& set_out_shape) { auto x1_shape = get_in1_shape(); auto x2_shape = get_in2_shape(); std::vector y_shape; if (x1_shape.empty()) { y_shape = x2_shape; set_out_shape(y_shape); return GRAPH_SUCCESS; } if (x2_shape.empty()) { y_shape = x1_shape; set_out_shape(y_shape); return GRAPH_SUCCESS; } int len_diff = static_cast(x1_shape.size() - x2_shape.size()); if (len_diff >= 0) { for (int i = 0; i < len_diff; i++) { y_shape.push_back(x1_shape[i]); } int x2_shape_size = static_cast(x2_shape.size()); for (int i = 0; i < x2_shape_size; i++) { bool shapeFlag = ((x1_shape[i + len_diff] != x2_shape[i]) && (std::min(x1_shape[i + len_diff], x2_shape[i]) != 1)); if (shapeFlag) { GE_LOGE("operands could not be broadcast together"); return GRAPH_FAILED; } y_shape.push_back(std::max(x1_shape[i + len_diff], x2_shape[i])); } } else { for (int i = 0; i < -len_diff; i++) { y_shape.push_back(x2_shape[i]); } int x1_shape_size = static_cast(x1_shape.size()); for (int i = 0; i < x1_shape_size; i++) { bool shapeFlag = ((x1_shape[i] != x2_shape[i - len_diff]) && (std::min(x1_shape[i], x2_shape[i - len_diff]) != 1)); if (shapeFlag) { GE_LOGE("operands could not be broadcast together"); return GRAPH_FAILED; } y_shape.push_back(std::max(x1_shape[i], x2_shape[i - len_diff])); } } set_out_shape(y_shape); return GRAPH_SUCCESS; } } // namespace ge