合入背景

aclgraph权重加载重构添加日志及注释
Fix part of #55

修改内容

aclgraph权重加载重构添加日志及注释

资料变更

不涉及

接口变更

不涉及

测试结果

QWEN3-pdmix场景，服务化成功，推理成功

• Qwen3-4B_tieword

[2026-01-07 16:20:56,188] [19106] [281473048444960] [llmmodels] [INFO] [run_pa.py-434] : ---------------end inference---------------
[2026-01-07 16:20:56,188] [19106] [281473048444960] [llmmodels] [INFO] [run_pa.py-611] : Answer[0]:  What are the key components of deep learning? What are the applications of deep learning? What are the
[2026-01-07 16:20:56,188] [19106] [281473048444960] [llmmodels] [INFO] [run_pa.py-612] : Generate[0] token num: (0, 20)

• Qwen3_14B_pdmix A3

[2026-01-07 16:19:20,991] [18604] [281473723600928] [llmmodels] [INFO] [run_pa.py-434] : ---------------end inference---------------
[2026-01-07 16:19:20,991] [18604] [281473723600928] [llmmodels] [INFO] [run_pa.py-611] : Answer[0]:  How is it different from traditional machine learning?

Deep learning is a subset of machine learning that uses neural
[2026-01-07 16:19:20,991] [18604] [281473723600928] [llmmodels] [INFO] [run_pa.py-612] : Generate[0] token num: (0, 20)

CheckList

PR提交人对以下CheckList自检项进行全量自检，自检通过或不涉及，均修改 [ ] 为 [x]。

• 代码注释完备
• 正确记录错误日志
• 进行了返回值校验 (禁止使用void屏蔽安全函数、自研函数返回值；考虑接口的异常场景；调用底层组件接口时，需要进行返回值校验)
• 进行了空指针校验
• 若存在资源申请，使用后资源被正确的释放了
• 若涉及多线程场景，考虑了并发场景，不存在死锁问题
• 按照代码仓中提供的格式模板，使用clang-format工具格式化代码
• 符合Ascend社区的编码规范。C++ 语言编程指导 | C++ 语言安全编程指导