简介【免费下载链接】geGEGraph Engine是面向昇腾的图编译器和执行器提供了计算图优化、多流并行、内存复用和模型下沉等技术手段加速模型执行效率减少模型内存占用。 GE 提供对 PyTorch、TensorFlow 前端的友好接入能力并同时支持 onnx、pb 等主流模型格式的解析与编译。项目地址: https://gitcode.com/cann/ge算子类。需要包含的头文件#include graph/operator.hPublic成员函数Operator() explicit Operator(const std::string type) explicit Operator(const char_t *type) Operator(const std::string name, const std::string type) Operator(const AscendString name, const AscendString type) Operator(const char_t *name, const char_t *type) virtual ~Operator() default Operator AddControlInput(const Operator src_oprt) void AttrRegister(const char_t *name, const AttrValue attr_value); void BreakConnect() const void DynamicInputRegister(const char_t *name, const uint32_t num, bool is_push_back true) void DynamicInputRegister(const char_t *name, const uint32_t num, const char_t *datatype_symbol, bool is_push_back true) void DynamicInputRegisterByIndex(const char_t *name, const uint32_t num, size_t index) void DynamicOutputRegister(const char_t *name, const uint32_t num, bool is_push_back true) void DynamicOutputRegister(const char_t *name, const uint32_t num, const char_t *datatype_symbol, bool is_push_back true) bool IsEmpty() const graphStatus InferShapeAndType() graphStatus GetAttr(const std::string name, int64_t attr_value) const graphStatus GetAttr(const std::string name, int32_t attr_value) const graphStatus GetAttr(const std::string name, uint32_t attr_value) const graphStatus GetAttr(const std::string name, std::vectorint64_t attr_value) const graphStatus GetAttr(const std::string name, std::vectorint32_t attr_value) const graphStatus GetAttr(const std::string name, std::vectoruint32_t attr_value) const graphStatus GetAttr(const std::string name, float32_t attr_value) const graphStatus GetAttr(const std::string name, std::vectorfloat32_t attr_value) const graphStatus GetAttr(const std::string name, AttrValue attr_value) const graphStatus GetAttr(const std::string name, std::string attr_value) const graphStatus GetAttr(const std::string name, std::vectorstd::string attr_value) const graphStatus GetAttr(const std::string name, bool attr_value) const graphStatus GetAttr(const std::string name, std::vectorbool attr_value) const graphStatus GetAttr(const std::string name, Tensor attr_value) const graphStatus GetAttr(const std::string name, std::vectorTensor attr_value) const graphStatus GetAttr(const std::string name, OpBytes attr_value) const graphStatus GetAttr(const std::string name, std::vectorstd::vectorint64_t attr_value) const graphStatus GetAttr(const std::string name, std::vectorge::DataType attr_value) const graphStatus GetAttr(const std::string name, ge::DataType attr_value) const graphStatus GetAttr(const std::string name, ge::NamedAttrs attr_value) const graphStatus GetAttr(const std::string name, std::vectorge::NamedAttrs attr_value) const graphStatus GetAttr(const char_t *name, int64_t attr_value) const graphStatus GetAttr(const char_t *name, int32_t attr_value) const graphStatus GetAttr(const char_t *name, uint32_t attr_value) const graphStatus GetAttr(const char_t *name, std::vectorint64_t attr_value) const graphStatus GetAttr(const char_t *name, std::vectorint32_t attr_value) const graphStatus GetAttr(const char_t *name, std::vectoruint32_t attr_value) const graphStatus GetAttr(const char_t *name, float32_t attr_value) const graphStatus GetAttr(const char_t *name, std::vectorfloat32_t attr_value) const graphStatus GetAttr(const char_t *name, AttrValue attr_value) const graphStatus GetAttr(const char_t *name, AscendString attr_value) const graphStatus GetAttr(const char_t *name, std::vectorAscendString attr_values) const graphStatus GetAttr(const char_t *name, bool attr_value) const graphStatus GetAttr(const char_t *name, std::vectorbool attr_value) const graphStatus GetAttr(const char_t *name, Tensor attr_value) const graphStatus GetAttr(const char_t *name, std::vectorTensor attr_value) const graphStatus GetAttr(const char_t *name, OpBytes attr_value) const graphStatus GetAttr(const char_t *name, std::vectorstd::vectorint64_t attr_value) const graphStatus GetAttr(const char_t *name, std::vectorge::DataType attr_value) const graphStatus GetAttr(const char_t *name, ge::DataType attr_value) const graphStatus GetAttr(const char_t *name, ge::NamedAttrs attr_value) const graphStatus GetAttr(const char_t *name, std::vectorge::NamedAttrs attr_value) const const std::mapstd::string, std::string GetAllAttrNamesAndTypes() const graphStatus GetAllAttrNamesAndTypes(std::mapAscendString, AscendString attr_name_types) const graphStatus GetAllIrAttrNamesAndTypes(std::mapAscendString, AscendString attr_name_types) const int32_t GetDynamicInputNum(const std::string name) const TensorDesc GetDynamicInputDesc(const std::string name, uint32_t index) const TensorDesc GetDynamicInputDesc(const char_t *name, uint32_t index) const int32_t GetDynamicOutputNum(const std::string name) const int32_t GetDynamicOutputNum(const char_t *name) const TensorDesc GetDynamicOutputDesc(const std::string name, uint32_t index) const TensorDesc GetDynamicOutputDesc(const char_t *name, uint32_t index) const Graph GetDynamicSubgraph(const std::string name, uint32_t index) const Graph GetDynamicSubgraph(const char_t *name, uint32_t index) const SubgraphBuilder GetDynamicSubgraphBuilder(const std::string name, uint32_t index) const SubgraphBuilder GetDynamicSubgraphBuilder(const char_t *name, uint32_t index) const InferenceContextPtr GetInferenceContext() const graphStatus GetInputAttr(const int32_t index, const char_t *name, AscendString attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, AscendString attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, int64_t attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, int64_t attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, int32_t attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, int32_t attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, uint32_t attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, uint32_t attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, bool attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, bool attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, float32_t attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, float32_t attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, std::vectorAscendString attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, std::vectorAscendString attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, std::vectorint64_t attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, std::vectorint64_t attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, std::vectorint32_t attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, std::vectorint32_t attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, std::vectoruint32_t attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, std::vectoruint32_t attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, std::vectorbool attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, std::vectorbool attr_value) const graphStatus GetInputAttr(const int32_t index, const char_t *name, std::vectorfloat32_t attr_value) const graphStatus GetInputAttr(const char_t *dst_name, const char_t *name, std::vectorfloat32_t attr_value) const graphStatus GetInputConstData(const std::string dst_name, Tensor data) const graphStatus GetInputConstData(const char_t *dst_name, Tensor data) const size_t GetInputsSize() const TensorDesc GetInputDesc(const std::string name) const TensorDesc GetInputDescByName(const char_t *name) const TensorDesc GetInputDesc(uint32_t index) const std::string GetName() const graphStatus GetName(AscendString name) const Graph GetSubgraph(const std::string name) const Graph GetSubgraph(const char_t *name) const SubgraphBuilder GetSubgraphBuilder(const std::string name) const SubgraphBuilder GetSubgraphBuilder(const char_t *name) const size_t GetSubgraphNamesCount() const std::vectorstd::string GetSubgraphNames() const graphStatus GetSubgraphNames(std::vectorAscendString names) const std::string GetOpType() const graphStatus GetOpType(AscendString type) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, AscendString attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, AscendString attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, int64_t attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, int64_t attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, int32_t attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, int32_t attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, uint32_t attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, uint32_t attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, bool attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, bool attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, float32_t attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, float32_t attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, std::vectorAscendString attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, std::vectorAscendString attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, std::vectorint64_t attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, std::vectorint64_t attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, std::vectorint32_t attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, std::vectorint32_t attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, std::vectoruint32_t attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, std::vectoruint32_t attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, std::vectorbool attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, std::vectorbool attr_value) const graphStatus GetOutputAttr(const int32_t index, const char_t *name, std::vectorfloat32_t attr_value) const graphStatus GetOutputAttr(const char_t *dst_name, const char_t *name, std::vectorfloat32_t attr_value) const TensorDesc GetOutputDesc(const std::string name) const TensorDesc GetOutputDescByName(const char_t *name) const TensorDesc GetOutputDesc(uint32_t index) const size_t GetOutputsSize() const Operator SetAttr(const std::string name, int64_t attr_value) Operator SetAttr(const std::string name, int32_t attr_value) Operator SetAttr(const std::string name, uint32_t attr_value) Operator SetAttr(const std::string name, const std::vectorint64_t attr_value) Operator SetAttr(const std::string name, const std::vectorint32_t attr_value) Operator SetAttr(const std::string name, const std::vectoruint32_t attr_value) Operator SetAttr(const std::string name, std::initializer_listint64_t attr_value) Operator SetAttr(const std::string name, float32_t attr_value) Operator SetAttr(const std::string name, const std::vectorfloat32_t attr_value) Operator SetAttr(const std::string name, AttrValue attr_value) Operator SetAttr(const std::string name, const std::string attr_value) Operator SetAttr(const std::string name, const std::vectorstd::string attr_value) Operator SetAttr(const std::string name, bool attr_value) Operator SetAttr(const std::string name, const std::vectorbool attr_value) Operator SetAttr(const std::string name, const Tensor attr_value) Operator SetAttr(const std::string name, const std::vectorTensor attr_value) Operator SetAttr(const std::string name, const OpBytes attr_value) Operator SetAttr(const std::string name, const std::vectorstd::vectorint64_t attr_value) Operator SetAttr(const std::string name, const std::vectorge::DataType attr_value) Operator SetAttr(const std::string name, const ge::DataType attr_value) Operator SetAttr(const std::string name, const ge::NamedAttrs attr_value) Operator SetAttr(const std::string name, const std::vectorge::NamedAttrs attr_value) Operator SetAttr(const char_t *name, int64_t attr_value) Operator SetAttr(const char_t *name, int32_t attr_value) Operator SetAttr(const char_t *name, uint32_t attr_value) Operator SetAttr(const char_t *name, const std::vectorint64_t attr_value) Operator SetAttr(const char_t *name, const std::vectorint32_t attr_value) Operator SetAttr(const char_t *name, const std::vectoruint32_t attr_value) Operator SetAttr(const char_t *name, std::initializer_listint64_t attr_value) Operator SetAttr(const char_t *name, float32_t attr_value) Operator SetAttr(const char_t *name, const std::vectorfloat32_t attr_value) Operator SetAttr(const char_t *name, AttrValue attr_value) Operator SetAttr(const char_t *name, const char_t *attr_value) Operator SetAttr(const char_t *name, const AscendString attr_value) Operator SetAttr(const char_t *name, const std::vectorAscendString attr_values) Operator SetAttr(const char_t *name, bool attr_value) Operator SetAttr(const char_t *name, const std::vectorbool attr_value) Operator SetAttr(const char_t *name, const Tensor attr_value) Operator SetAttr(const char_t *name, const std::vectorTensor attr_value) Operator SetAttr(const char_t *name, const OpBytes attr_value) Operator SetAttr(const char_t *name, const std::vectorstd::vectorint64_t attr_value) Operator SetAttr(const char_t *name, const std::vectorge::DataType attr_value) Operator SetAttr(const char_t *name, const ge::DataType attr_value) Operator SetAttr(const char_t *name, const ge::NamedAttrs attr_value) Operator SetAttr(const char_t *name, const std::vectorge::NamedAttrs attr_value) Operator SetInput(const std::string dst_name, const Operator src_oprt) Operator SetInput(const char_t *dst_name, const Operator src_oprt) Operator SetInput(const std::string dst_name, const Operator src_oprt, const std::string name) Operator SetInput(const char_t *dst_name, const Operator src_oprt, const char_t *name) Operator SetInput(const std::string dst_name, const Operator src_oprt, uint32_t index) Operator SetInput(const char_t *dst_name, const Operator src_oprt, uint32_t index) Operator SetInput(uint32_t dst_index, const Operator src_oprt, uint32_t src_index) Operator SetInput(const char_t *dst_name, uint32_t dst_index, const Operator src_oprt, const char_t *name) Operator SetInput(const char_t *dst_name, uint32_t dst_index, const Operator src_oprt) void SetInferenceContext(const InferenceContextPtr inference_context) Operator SetInputAttr(const int32_t index, const char_t *name, const char_t *attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, const char_t *attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, const AscendString attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, const AscendString attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, int64_t attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, int64_t attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, int32_t attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, int32_t attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, uint32_t attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, uint32_t attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, bool attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, bool attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, float32_t attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, float32_t attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, const std::vectorAscendString attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, const std::vectorAscendString attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, const std::vectorint64_t attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, const std::vectorint64_t attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, const std::vectorint32_t attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, const std::vectorint32_t attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, const std::vectoruint32_t attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, const std::vectoruint32_t attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, const std::vectorbool attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, const std::vectorbool attr_value) Operator SetInputAttr(const int32_t index, const char_t *name, const std::vectorfloat32_t attr_value) Operator SetInputAttr(const char_t *dst_name, const char_t *name, const std::vectorfloat32_t attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, const char_t *attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, const char_t *attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, const AscendString attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, const AscendString attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, int64_t attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, int64_t attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, int32_t attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, int32_t attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, uint32_t attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, uint32_t attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, bool attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, bool attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, float32_t attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, float32_t attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, const std::vectorAscendString attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, const std::vectorAscendString attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, const std::vectorint64_t attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, const std::vectorint64_t attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, const std::vectorint32_t attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, const std::vectorint32_t attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, const std::vectoruint32_t attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, const std::vectoruint32_t attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, const std::vectorbool attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, const std::vectorbool attr_value) Operator SetOutputAttr(const int32_t index, const char_t *name, const std::vectorfloat32_t attr_value) Operator SetOutputAttr(const char_t *dst_name, const char_t *name, const std::vectorfloat32_t attr_value) void SetSubgraphBuilder(const char_t *ir_name, uint32_t index, const SubgraphBuilder builder) graphStatus SetSubgraphInstanceName(const uint32_t index, const char_t *name) void SubgraphCountRegister(const char_t *ir_name, uint32_t count) graphStatus TryGetInputDesc(const std::string name, TensorDesc tensor_desc) const graphStatus TryGetInputDesc(const char_t *name, TensorDesc tensor_desc) const graphStatus UpdateInputDesc(const std::string name, const TensorDesc tensor_desc) graphStatus UpdateInputDesc(const char_t *name, const TensorDesc tensor_desc) graphStatus UpdateOutputDesc(const std::string name, const TensorDesc tensor_desc) graphStatus UpdateOutputDesc(const char_t *name, const TensorDesc tensor_desc) graphStatus UpdateOutputDesc(const uint32_t index, const TensorDesc tensor_desc) graphStatus UpdateDynamicInputDesc(const std::string name, uint32_t index, const TensorDesc tensor_desc) graphStatus UpdateDynamicInputDesc(const char_t *name, uint32_t index, const TensorDesc tensor_desc) graphStatus UpdateDynamicOutputDesc(const std::string name, uint32_t index, const TensorDesc tensor_desc) graphStatus UpdateDynamicOutputDesc(const char_t *name, uint32_t index, const TensorDesc tensor_desc) graphStatus VerifyAllAttr(bool disable_common_verifier false)【免费下载链接】geGEGraph Engine是面向昇腾的图编译器和执行器提供了计算图优化、多流并行、内存复用和模型下沉等技术手段加速模型执行效率减少模型内存占用。 GE 提供对 PyTorch、TensorFlow 前端的友好接入能力并同时支持 onnx、pb 等主流模型格式的解析与编译。项目地址: https://gitcode.com/cann/ge创作声明：本文部分内容由AI辅助生成（AIGC），仅供参考