/* Copyright (c) 2018 PaddlePaddle Authors. 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. */ #pragma once #include #include #include #include #include namespace paddle_mobile { enum class Precision : int { FP32 = 0, FP16 = 1 }; typedef int16_t half; template struct PrecisionTrait { typedef void ptype; }; template <> struct PrecisionTrait { typedef float ptype; }; template <> struct PrecisionTrait { typedef half ptype; }; //! device type enum DeviceTypeEnum { kINVALID = -1, kCPU = 0, kFPGA = 1, kGPU_MALI = 2, kGPU_CL = 3 }; template struct DeviceType {}; typedef DeviceType CPU; typedef DeviceType FPGA; typedef DeviceType GPU_MALI; typedef DeviceType GPU_CL; //! data type enum DataType { PM_INVALID = -1, PM_HALF = 0, PM_FLOAT = 1, PM_DOUBLE = 2, PM_INT8 = 3, PM_INT16 = 4, PM_INT32 = 5, PM_INT64 = 6, PM_UINT8 = 7, PM_UINT16 = 8, PM_UINT32 = 9, PM_STRING = 10, PM_BOOL = 11, PM_SHAPE = 12, PM_TENSOR = 13 }; //! enum PMStatus { PMSuccess = 0xFF, /*!< No errors */ PMNotInitialized = 0x01, /*!< Data not initialized. */ PMInvalidValue = 0x02, /*!< Incorrect variable value. */ PMMemAllocFailed = 0x03, /*!< Memory allocation error. */ PMUnKownError = 0x04, /*!< Unknown error. */ PMOutOfAuthority = 0x05, /*!< Try to modified data not your own*/ PMOutOfMem = 0x06, /*!< OOM error*/ PMUnImplError = 0x07, /*!< Unimplement error. */ PMWrongDevice = 0x08 /*!< un-correct device. */ }; enum RoundType { ROUND_NEAREST_AWAY_ZERO = 0, ROUND_NEAREST_TOWARDS_ZERO = 1, ROUND_NEAREST_TO_EVEN = 2, }; enum ActivationType { IDENTITY = 0, RELU = 1, RELU6 = 2, PRELU = 3, LEAKY_RELU = 4, TANH = 5, SIGMOID = 6, LOG = 7, }; enum PoolingType { MAX = 0, AVG = 1, SUM = 2, FIRST = 3, LAST = 4, }; enum PowerMode { PERFORMANCE_PRIORITY = 0, // let threads run on big cores if // thread_num <= big_cores_num, // otherwise the power mode will be // set to AUTO and all threads are // scheduled by system EFFICIENCY_PRIORITY = 1, // let threads run on little cores if // thread_num <= little_cores_num, // otherwise the power mode will be // set to AUTO and all threads are // scheduled by system PERFORMANCE_ONLY = 2, // force threads run on big cores, // and the remains are ignored if // exceed the number big cores EFFICIENCY_ONLY = 3, // force threads run on little cores, // and the remains are ignored if // exceed the number of little cores AUTO = 4, // scheduled by system }; enum MemoryOptimizationLevel { NoMemoryOptimization = 0, MemoryOptimizationWithoutFeeds = 1, FullMemoryOptimization = 2, }; struct PaddleMobileConfigInternal { bool load_when_predict = false; MemoryOptimizationLevel memory_optimization_level = FullMemoryOptimization; std::string model_obfuscate_key = ""; }; extern const char *G_OP_TYPE_CONV; extern const char *G_OP_TYPE_BATCHNORM; extern const char *G_OP_TYPE_BOX_CODER; extern const char *G_OP_TYPE_CONCAT; extern const char *G_OP_TYPE_ELEMENTWISE_ADD; extern const char *G_OP_TYPE_ELEMENTWISE_SUB; extern const char *G_OP_TYPE_ELEMENTWISE_MUL; extern const char *G_OP_TYPE_FUSION_CONV_ADD_RELU; extern const char *G_OP_TYPE_FUSION_CONV_ADD_PRELU; extern const char *G_OP_TYPE_FUSION_CONV_ADD_ADD_PRELU; extern const char *G_OP_TYPE_FC; extern const char *G_OP_TYPE_FUSION_CONV_ADD; extern const char *G_OP_TYPE_FUSION_CONV_ADD_BN_RELU; extern const char *G_OP_TYPE_FUSION_CONV_BN_ADD_RELU; extern const char *G_OP_TYPE_FUSION_DWCONV_BN_RELU; extern const char *G_OP_TYPE_FUSION_CONV_BN_RELU; extern const char *G_OP_TYPE_FUSION_CONV_RELU; extern const char *G_OP_TYPE_GRU; extern const char *G_OP_TYPE_GRU_UNIT; extern const char *G_OP_TYPE_CRF; extern const char *G_OP_TYPE_BILINEAR_INTERP; extern const char *G_OP_TYPE_NEAREST_INTERP; extern const char *G_OP_TYPE_FLATTEN; extern const char *G_OP_TYPE_FLATTEN2; extern const char *G_OP_TYPE_SHAPE; extern const char *G_OP_TYPE_LRN; extern const char *G_OP_TYPE_MUL; extern const char *G_OP_TYPE_MULTICLASS_NMS; extern const char *G_OP_TYPE_NORM; extern const char *G_OP_TYPE_POOL2D; extern const char *G_OP_TYPE_PRIOR_BOX; extern const char *G_OP_TYPE_RELU; extern const char *G_OP_TYPE_RELU6; extern const char *G_OP_TYPE_LEAKY_RELU; extern const char *G_OP_TYPE_RESHAPE; extern const char *G_OP_TYPE_SCALE; extern const char *G_OP_TYPE_SIGMOID; extern const char *G_OP_TYPE_SOFTMAX; extern const char *G_OP_TYPE_TRANSPOSE; extern const char *G_OP_TYPE_SPLIT; extern const char *G_OP_TYPE_FEED; extern const char *G_OP_TYPE_FETCH; extern const char *G_OP_TYPE_DEPTHWISE_CONV; extern const char *G_OP_TYPE_IM2SEQUENCE; extern const char *G_OP_TYPE_DROPOUT; extern const char *G_OP_TYPE_FUSION_CONV_ADD_BN; extern const char *G_OP_TYPE_FUSION_POOL_BN; extern const char *G_OP_TYPE_FUSION_ELEMENTWISE_ADD_RELU; extern const char *G_OP_TYPE_FUSION_FC_RELU; extern const char *G_OP_TYPE_REGION; extern const char *G_OP_TYPE_FUSION_CONV_BN; extern const char *G_OP_TYPE_CONV_TRANSPOSE; extern const char *G_OP_TYPE_PRELU; extern const char *G_OP_TYPE_SUM; extern const char *G_OP_TYPE_TOP_K; extern const char *G_OP_TYPE_CAST; extern const char *G_OP_TYPE_LOG; extern const char *G_OP_TYPE_LOD_RESET; extern const char *G_OP_TYPE_LESS_THAN; extern const char *G_OP_TYPE_LOGICAL_AND; extern const char *G_OP_TYPE_LOGICAL_OR; extern const char *G_OP_TYPE_LOGICAL_NOT; extern const char *G_OP_TYPE_LOGICAL_XOR; extern const char *G_OP_TYPE_WRITE_TO_ARRAY; extern const char *G_OP_TYPE_READ_FROM_ARRAY; extern const char *G_OP_TYPE_IS_EMPTY; extern const char *G_OP_TYPE_INCREMENT; extern const char *G_OP_TYPE_QUANTIZE; extern const char *G_OP_TYPE_DEQUANTIZE; extern const char *G_OP_TYPE_FUSION_DEQUANT_BN; extern const char *G_OP_TYPE_FUSION_DEQUANT_ADD_BN; extern const char *G_OP_TYPE_FUSION_DEQUANT_BN_RELU; extern const char *G_OP_TYPE_FUSION_DEQUANT_ADD_BN_RELU; extern const char *G_OP_TYPE_FUSION_DEQUANT_ADD_BN_QUANT; extern const char *G_OP_TYPE_FUSION_DEQUANT_ADD_BN_RELU_QUANT; extern const char *G_OP_TYPE_TANH; extern const char *G_OP_TYPE_FUSION_DECONV_RELU; extern const char *G_OP_TYPE_FUSION_DECONV_ADD; extern const char *G_OP_TYPE_FUSION_DECONV_ADD_RELU; extern const char *G_OP_TYPE_SEQUENCE_EXPAND; extern const char *G_OP_TYPE_SEQUENCE_POOL; extern const char *G_OP_TYPE_SEQUENCE_SOFTMAX; extern const char *G_OP_TYPE_SLICE; extern const char *G_OP_TYPE_ANCHOR_GENERATOR; extern const char *G_OP_TYPE_GENERATE_PROPOSALS; extern const char *G_OP_TYPE_PSROI_POOL; extern const char *G_OP_TYPE_ROIALIGN_POOL; extern const char *G_OP_TYPE_ROI_PERSPECTIVE; extern const char *G_OP_TYPE_PAD2D; extern const char *G_OP_TYPE_FUSION_DECONV_ADD_BN_RELU; extern const char *G_OP_TYPE_FUSION_DECONV_ADD_BN; extern const char *G_OP_TYPE_FUSION_DECONV_BN_RELU; extern const char *G_OP_TYPE_PAD2D; extern std::unordered_map< std::string, std::pair, std::vector>> op_input_output_key; typedef std::map> VariableNameMap; } // namespace paddle_mobile