// Copyright (c) 2019 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 "lite/utils/all.h" #include "lite/utils/replace_stl/stream.h" namespace paddle { namespace lite { /* * Compatible interfaces for all the different kinds of XXXDesc. All the XXXDesc * classes should implement this. */ class VarDescAPI { public: enum class Type { // Pod Types BOOL = 0, INT16, INT32, INT64, FP16, FP32, FP64, // Tensor is used in C++. SIZE_T, UINT8, INT8, // Other types that may need additional descriptions LOD_TENSOR, SELECTED_ROWS, FEED_MINIBATCH, FETCH_LIST, STEP_SCOPES, LOD_RANK_TABLE, LOD_TENSOR_ARRAY, PLACE_LIST, READER, // Any runtime decided variable type is raw // raw variables should manage their own allocations // in operators like nccl_op RAW, TUPLE }; using VarDataType = Type; virtual ~VarDescAPI() = default; // Get var's name virtual std::string Name() const = 0; // Set var's name virtual void SetName(std::string name) = 0; // Get var's type virtual Type GetType() const = 0; // Set var's type virtual void SetType(Type type) = 0; // Tell whether var is persistable or not virtual bool Persistable() const = 0; // Set var to be persistable or not virtual void SetPersistable(bool persistable) = 0; // Get var's shape virtual std::vector GetShape() const = 0; // Set var's shape virtual void SetShape(const std::vector& dims) = 0; }; /* * NOTE Some interfaces are weried, we remain them unchanged to keep compatible * with framework::OpDesc in Fluid framework. */ class OpDescAPI { public: // The AttrType is used to make the proto::AttrType portable. enum class AttrType { INT = 0, FLOAT = 1, STRING = 2, INTS = 3, FLOATS = 4, STRINGS = 5, BOOLEAN = 6, BOOLEANS = 7, BLOCK = 8, LONG = 9, BLOCKS = 10, LONGS = 11, UNK, }; template struct AttrTypeTrait; template struct DataTypeTrait; virtual ~OpDescAPI() = default; /// Get operator's type. virtual std::string Type() const = 0; /// Set operator's type. virtual void SetType(const std::string& type) = 0; /// Get arguments given the parameter. virtual std::vector Input(const std::string& param) const = 0; /// Get parameters. virtual std::vector InputArgumentNames() const = 0; /// Get arguments given the parameter. virtual std::vector Output(const std::string& param) const = 0; /// Get parameters. virtual std::vector OutputArgumentNames() const = 0; /// Set a input given the parameter and arguments. virtual void SetInput(const std::string& param, const std::vector& args) = 0; virtual void SetOutput(const std::string& param, const std::vector& args) = 0; /// Tell whether this desc has an attribute. virtual bool HasAttr(const std::string& name) const = 0; /// Get the type of an attribute. virtual AttrType GetAttrType(const std::string& name) const = 0; virtual std::vector AttrNames() const = 0; /// Set an attribute. template void SetAttr(const std::string& name, const T& v); /// Get an attribute. template T GetAttr(const std::string& name) const; std::string Repr() const { STL::stringstream ss; ss << Type(); ss << "("; for (auto& arg : InputArgumentNames()) { ss << arg << ":"; for (auto val : Input(arg)) { ss << val << " "; } } ss << ") -> ("; for (auto& arg : OutputArgumentNames()) { ss << arg << ":"; for (auto val : Output(arg)) { ss << val << " "; } } ss << ")"; return ss.str(); } }; #define TYPE_TRAIT_IMPL(T, type__) \ template <> \ struct OpDescAPI::AttrTypeTrait { \ typedef type__ DT; \ }; \ template <> \ struct OpDescAPI::DataTypeTrait { \ static constexpr AttrType AT = OpDescAPI::AttrType::T; \ static constexpr const char* ATN = #T; \ }; TYPE_TRAIT_IMPL(INT, int32_t); TYPE_TRAIT_IMPL(FLOAT, float); TYPE_TRAIT_IMPL(STRING, std::string); TYPE_TRAIT_IMPL(BOOLEAN, bool); TYPE_TRAIT_IMPL(LONG, int64_t); TYPE_TRAIT_IMPL(INTS, std::vector); TYPE_TRAIT_IMPL(FLOATS, std::vector); TYPE_TRAIT_IMPL(STRINGS, std::vector); TYPE_TRAIT_IMPL(LONGS, std::vector); #undef TYPE_TRAIT_IMPL class BlockDescAPI { public: virtual ~BlockDescAPI() = default; virtual int32_t Idx() const = 0; virtual void SetIdx(int32_t idx) = 0; virtual int32_t ParentIdx() const = 0; virtual void SetParentIdx(int32_t idx) = 0; virtual size_t VarsSize() const = 0; virtual void ClearVars() = 0; // NOTE: This ugly method is used to compatible interfaces between cpp and // pb/nb backends // TODO(sangoly): refine this template T* GetVar(int32_t idx); template T* AddVar(); virtual size_t OpsSize() const = 0; virtual void ClearOps() = 0; // NOTE: This ugly method is used to compatible interfaces between cpp and // pb/nb backends // TODO(sangoly): refine this template T* GetOp(int32_t idx); template T* AddOp(); virtual int32_t ForwardBlockIdx() const = 0; virtual void SetForwardBlockIdx(int32_t idx) = 0; }; class ProgramDescAPI { public: virtual ~ProgramDescAPI() = default; virtual size_t BlocksSize() const = 0; virtual void ClearBlocks() = 0; // NOTE: This ugly method is used to compatible interfaces between cpp and // pb/nb backends // TODO(sangoly): refine this template T* GetBlock(int32_t idx); template T* AddBlock(); virtual bool HasVersion() const = 0; virtual int64_t Version() const = 0; virtual void SetVersion(int64_t version) = 0; }; } // namespace lite } // namespace paddle