| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you 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. |
| */ |
| |
| /*! |
| * \file tvm/relay/executor.h |
| * \brief Object representation of Executor configuration and registry |
| */ |
| #ifndef TVM_RELAY_EXECUTOR_H_ |
| #define TVM_RELAY_EXECUTOR_H_ |
| |
| #include <dmlc/registry.h> |
| #include <tvm/ir/attrs.h> |
| #include <tvm/ir/expr.h> |
| #include <tvm/ir/type.h> |
| #include <tvm/ir/type_relation.h> |
| #include <tvm/node/attr_registry_map.h> |
| #include <tvm/runtime/registry.h> |
| |
| #include <string> |
| #include <unordered_map> |
| #include <utility> |
| #include <vector> |
| |
| namespace tvm { |
| |
| template <typename, typename> |
| class AttrRegistry; |
| |
| namespace relay { |
| |
| /*! |
| * \brief Executor information. |
| * |
| * This data structure stores the meta-data |
| * about executors which can be used to pass around information. |
| * |
| * \sa Executor |
| */ |
| class ExecutorNode : public Object { |
| public: |
| /*! \brief name of the Executor */ |
| String name; |
| /* \brief Additional attributes storing meta-data about the Executor. */ |
| DictAttrs attrs; |
| |
| /*! |
| * \brief Should Link Parameters into the module |
| * \return Whether the Executor is configured to execute modules with linked parameters |
| */ |
| Bool ShouldLinkParameters() const { |
| return name == "aot" || GetAttr<Bool>("link-params").value_or(Bool(false)); |
| } |
| |
| /*! |
| * \brief Get an attribute. |
| * |
| * \param attr_key The attribute key. |
| * \param default_value The default value if the key does not exist, defaults to nullptr. |
| * |
| * \return The result |
| * |
| * \tparam TObjectRef the expected object type. |
| * \throw Error if the key exists but the value does not match TObjectRef |
| * |
| * \code |
| * |
| * void GetAttrExample(const Executor& executor) { |
| * auto value = executor->GetAttr<Integer>("AttrKey", 0); |
| * } |
| * |
| * \endcode |
| */ |
| template <typename TObjectRef> |
| Optional<TObjectRef> GetAttr( |
| const std::string& attr_key, |
| Optional<TObjectRef> default_value = Optional<TObjectRef>(nullptr)) const { |
| return attrs.GetAttr(attr_key, default_value); |
| } |
| // variant that uses TObjectRef to enable implicit conversion to default value. |
| template <typename TObjectRef> |
| Optional<TObjectRef> GetAttr(const std::string& attr_key, TObjectRef default_value) const { |
| return GetAttr<TObjectRef>(attr_key, Optional<TObjectRef>(default_value)); |
| } |
| |
| void VisitAttrs(AttrVisitor* v) { |
| v->Visit("name", &name); |
| v->Visit("attrs", &attrs); |
| } |
| |
| bool SEqualReduce(const ExecutorNode* other, SEqualReducer equal) const { |
| return name == other->name && equal.DefEqual(attrs, other->attrs); |
| } |
| |
| void SHashReduce(SHashReducer hash_reduce) const { |
| hash_reduce(name); |
| hash_reduce(attrs); |
| } |
| |
| static constexpr const char* _type_key = "Executor"; |
| static constexpr const bool _type_has_method_sequal_reduce = true; |
| static constexpr const bool _type_has_method_shash_reduce = true; |
| TVM_DECLARE_FINAL_OBJECT_INFO(ExecutorNode, Object); |
| }; |
| |
| /*! |
| * \brief Managed reference class to ExecutorNode. |
| * \sa ExecutorNode |
| */ |
| class Executor : public ObjectRef { |
| public: |
| /*! |
| * \brief Create a new Executor object using the registry |
| * \throws Error if name is not registered |
| * \param name The name of the executor. |
| * \param attrs Attributes for the executor. |
| * \return the new Executor object. |
| */ |
| TVM_DLL static Executor Create(String name, Map<String, ObjectRef> attrs = {}); |
| |
| /*! |
| * \brief List all registered Executors |
| * \return the list of Executors |
| */ |
| TVM_DLL static Array<String> ListExecutors(); |
| |
| /*! |
| * \brief List all options for a specific Executor |
| * \param name The name of the Executor |
| * \return Map of option name to type |
| */ |
| TVM_DLL static Map<String, String> ListExecutorOptions(const String& name); |
| |
| /*! \brief specify container node */ |
| TVM_DEFINE_OBJECT_REF_METHODS(Executor, ObjectRef, ExecutorNode); |
| TVM_DEFINE_OBJECT_REF_COW_METHOD(ExecutorNode) |
| |
| private: |
| /*! |
| * \brief Private Constructor |
| * \param name The executor name |
| * \param attrs Attributes to apply to this Executor node |
| */ |
| TVM_DLL Executor(String name, DictAttrs attrs) { |
| auto n = make_object<ExecutorNode>(); |
| n->name = std::move(name); |
| n->attrs = std::move(attrs); |
| data_ = std::move(n); |
| } |
| }; |
| |
| /*! |
| * \brief Helper structure to register Executors |
| * \sa TVM_REGISTER_EXECUTOR |
| */ |
| class ExecutorRegEntry { |
| public: |
| /*! |
| * \brief Register a valid configuration option and its ValueType for validation |
| * \param key The configuration key |
| * \tparam ValueType The value type to be registered |
| */ |
| template <typename ValueType> |
| inline ExecutorRegEntry& add_attr_option(const String& key); |
| |
| /*! |
| * \brief Register a valid configuration option and its ValueType for validation |
| * \param key The configuration key |
| * \param default_value The default value of the key |
| * \tparam ValueType The value type to be registered |
| */ |
| template <typename ValueType> |
| inline ExecutorRegEntry& add_attr_option(const String& key, ObjectRef default_value); |
| |
| /*! |
| * \brief Register or get a new entry. |
| * \param name The name of the operator. |
| * \return the corresponding entry. |
| */ |
| TVM_DLL static ExecutorRegEntry& RegisterOrGet(const String& name); |
| |
| private: |
| /*! \brief Internal storage of value types */ |
| struct ValueTypeInfo { |
| std::string type_key; |
| uint32_t type_index; |
| }; |
| std::unordered_map<std::string, ValueTypeInfo> key2vtype_; |
| /*! \brief A hash table that stores the default value of each attr */ |
| std::unordered_map<String, ObjectRef> key2default_; |
| |
| /*! \brief Index used for internal lookup of attribute registry */ |
| uint32_t index_; |
| |
| // the name |
| std::string name; |
| |
| /*! \brief Return the index stored in attr registry */ |
| uint32_t AttrRegistryIndex() const { return index_; } |
| /*! \brief Return the name stored in attr registry */ |
| String AttrRegistryName() const { return name; } |
| |
| /*! \brief private constructor */ |
| explicit ExecutorRegEntry(uint32_t reg_index) : index_(reg_index) {} |
| |
| // friend class |
| template <typename> |
| friend class AttrRegistryMapContainerMap; |
| template <typename, typename> |
| friend class tvm::AttrRegistry; |
| friend class Executor; |
| }; |
| |
| template <typename ValueType> |
| inline ExecutorRegEntry& ExecutorRegEntry::add_attr_option(const String& key) { |
| ICHECK(!key2vtype_.count(key)) << "AttributeError: add_attr_option failed because '" << key |
| << "' has been set once"; |
| |
| using ValueNodeType = typename ValueType::ContainerType; |
| // NOTE: we could further update the function later. |
| uint32_t value_type_index = ValueNodeType::_GetOrAllocRuntimeTypeIndex(); |
| |
| ValueTypeInfo info; |
| info.type_index = value_type_index; |
| info.type_key = runtime::Object::TypeIndex2Key(value_type_index); |
| key2vtype_[key] = info; |
| return *this; |
| } |
| |
| template <typename ValueType> |
| inline ExecutorRegEntry& ExecutorRegEntry::add_attr_option(const String& key, |
| ObjectRef default_value) { |
| add_attr_option<ValueType>(key); |
| key2default_[key] = default_value; |
| return *this; |
| } |
| |
| // internal macros to make executor entries |
| #define TVM_EXECUTOR_REGISTER_VAR_DEF \ |
| static DMLC_ATTRIBUTE_UNUSED ::tvm::relay::ExecutorRegEntry& __make_##Executor |
| |
| /*! |
| * \def TVM_REGISTER_EXECUTOR |
| * \brief Register a new executor, or set attribute of the corresponding executor. |
| * |
| * \param ExecutorName The name of registry |
| * |
| * \code |
| * |
| * TVM_REGISTER_EXECUTOR("aot") |
| * .add_attr_option<String>("my_option"); |
| * .add_attr_option<String>("my_option_default", String("default")); |
| * |
| * \endcode |
| */ |
| #define TVM_REGISTER_EXECUTOR(ExecutorName) \ |
| TVM_STR_CONCAT(TVM_EXECUTOR_REGISTER_VAR_DEF, __COUNTER__) = \ |
| ::tvm::relay::ExecutorRegEntry::RegisterOrGet(ExecutorName) |
| } // namespace relay |
| } // namespace tvm |
| |
| #endif // TVM_RELAY_EXECUTOR_H_ |