/* * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved * * 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 __NEURUN_BACKEND_SRCN_OPERATION_UTILS_H__ #define __NEURUN_BACKEND_SRCN_OPERATION_UTILS_H__ #include #include #include #include "model/Operand.h" #include "model/DataType.h" #include using OperandType = neurun::model::DataType; using neurun::util::Coordinates; namespace neurun { namespace backend { namespace srcn { namespace kernel { struct Shape { OperandType type; std::vector dimensions; float scale; int32_t offset; }; union DataPtr { uint8_t *u8; int8_t *i8; int32_t *i32; float *f; void *v; }; enum FilterLayout { OHWI = 0, // TfLite Kernel Layout when using NHWC image layout HWOI, // SRCN Transpose Conv Kernel Layout when using NHWC image layout OIHW, // SRCN Transpose Conv Kernel Layout when using NCHW image layout }; uint32_t MatchingDim(const Shape &shape1, int index1, const Shape &shape2, int index2); Coordinates convertCoordinates(const Coordinates &from_coordinates, FilterLayout from_layout, FilterLayout to_layout); Shape getShape(const ::neurun::model::Operand &o, ::neurun::model::Layout frontend_layout); } // namespace kernel } // namespace srcn } // namespace backend } // namespace neurun #endif // __NEURUN_BACKEND_SRCN_OPERATION_UTILS_H__