/* 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 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, }; struct PaddleMobileConfigInternal { bool load_when_predict = false; }; 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_LRN; extern const char *G_OP_TYPE_MUL; extern const char *G_OP_TYPE_MULTICLASS_NMS; 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_RESHAPE; 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_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 std::unordered_map< std::string, std::pair, std::vector>> op_input_output_key; } // namespace paddle_mobile