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Describe the current behavior / 问题描述 (Mandatory / 必填)

clipped_swiglu_grad/hard_sigmoid_grad/swiglu_group_quant等算子存在代码静态检查问题，需要整改

Environment / 环境信息 (Mandatory / 必填)

950/910B

Steps to reproduce the issue / 重现步骤 (Mandatory / 必填)

clipped_swiglu_grad 单个函数超过50行，超大头文件
hard_sigmoid_grad float数据类型==判断
swiglu_group_quant 成员函数应使用const修饰

Describe the expected behavior / 预期结果 (Mandatory / 必填)

符合静态检查要求

Related log / screenshot / 日志 / 截图 (Mandatory / 必填)

无

Special notes for this issue/备注 (Optional / 选填)