* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
#ifndef REGISTER_INFERENCE_RULE_H
#define REGISTER_INFERENCE_RULE_H
#include <string>
#include <sstream>
#include "exe_graph/runtime/infer_shape_context.h"
#include "exe_graph/runtime/infer_datatype_context.h"
#include "graph/op_desc.h"
namespace ge {
* @brief 推导规则基类
*
* 为了引导原始错误记录在对象上,不分散的打印日志,有助于向用户展示明确报错。
*/
class InferenceRule {
public:
template <typename T>
InferenceRule &operator<<(const T &msg) {
err_ << msg;
return *this;
}
std::string Error() const {
return err_.str();
}
bool IsValid() const {
return err_.str().empty();
}
static std::string GetInferenceRule(const ge::OpDescPtr &op);
protected:
std::stringstream err_;
};
* @brief Shape推导实现类
*
* 负责从不同类型的输入编译并加载得到Shape推导可执行函数,并与GE数据结构配合工作。
*/
class ShapeInferenceRule : public InferenceRule {
public:
class Ctx {
public:
virtual ~Ctx() = default;
virtual bool GetInputDim(int64_t input, int64_t dim_index, int64_t &dim) = 0;
virtual bool GetInputValue(int64_t input, int64_t offset, int64_t &value) = 0;
virtual bool SetOutputDimNum(int64_t output, int64_t dim_num) = 0;
virtual bool SetOutputDim(int64_t output, int64_t dim_index, int64_t dim) = 0;
virtual void SetError(const char *) = 0;
};
using InferShapeFunc = bool (*)(Ctx *);
ShapeInferenceRule() : handle_(nullptr), infer_shape_(nullptr), infer_shape_on_compile_(nullptr) {}
~ShapeInferenceRule();
ShapeInferenceRule(const ShapeInferenceRule &) = delete;
ShapeInferenceRule &operator=(const ShapeInferenceRule &) = delete;
ShapeInferenceRule &operator=(ShapeInferenceRule &&other) = delete;
ShapeInferenceRule(ShapeInferenceRule &&other) noexcept {
handle_ = other.handle_;
infer_shape_ = other.infer_shape_;
infer_shape_on_compile_ = other.infer_shape_on_compile_;
err_ << other.err_.str();
other.handle_ = nullptr;
other.infer_shape_ = nullptr;
other.infer_shape_on_compile_ = nullptr;
}
static std::shared_ptr<ShapeInferenceRule> FromOpDesc(const ge::OpDescPtr &op);
static std::shared_ptr<ShapeInferenceRule> FromJsonString(const std::string &json_str);
static ge::graphStatus CompileJsonString(const std::string &json_str, std::vector<uint8_t> &binary);
static ShapeInferenceRule FromCompiledBinary(const std::vector<uint8_t> &binary);
static ShapeInferenceRule FromCompiledBinary(const uint8_t *binary, const size_t size);
ge::graphStatus InferOnRuntime(gert::InferShapeContext *infer_shape_ctx) const;
ge::graphStatus InferOnCompile(gert::InferShapeContext *infer_shape_ctx) const;
ge::graphStatus InferOnRuntime(Ctx *ctx) const;
ge::graphStatus InferOnCompile(Ctx *ctx) const;
private:
void *handle_;
InferShapeFunc infer_shape_;
InferShapeFunc infer_shape_on_compile_;
};
* @brief Dtype推导实现类
*
* 负责从不同类型的解析得到Shape推导可执行函数,并与GE图结构配合工作。Dtype推导实现无需编译。
*/
class DtypeInferenceRule : public InferenceRule {
public:
static std::shared_ptr<DtypeInferenceRule> FromOpDesc(const ge::OpDescPtr &op);
static std::shared_ptr<DtypeInferenceRule> FromJsonString(const std::string &json_str);
ge::graphStatus InferDtype(gert::InferDataTypeContext *infer_dtype_ctx) const;
private:
std::vector<ge::DataType> dtypes_;
};
}
#endif