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删除SFAG当中短序列优化的Cube冗余代码 Co-authored-by: sheriby<yangrenyuan1@huawei.com> # message auto-generated for no-merge-commit merge: !3111 merge master into master 删除SFAG当中短序列优化的Cube冗余代码 Created-by: sheriby Commit-by: sheriby Merged-by: cann-robot Description: ## 描述 SFAG的短序列优化在basic_modules当中的所有的cube.h当中均新增了单独的函数SparseProcess和DenseProcess,这两个函数当中逻辑基本相似重复率较高。本PR将SparseProcess和DenseProcess重构为一个Process函数,去除了冗余的代码,优化了代码的逻辑。 ## 关联的Issue <!-- 如果这个PR是为了解决特定的Issue,请在这里提供Issue链接。例如:关联Issue #000--> <!-- 如果这个PR是为了解决特定的问题单,请在这里描述问题单单号。--> ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> ## 文档更新 <!--如果这个PR包含文档的更新,请在这里指出。例如:更新了README.md文件。--> ## 类型标签 <!-- [x] 表示选中 --> - [ ] 🐛 Bug 修复 - [ ] ✨ 新特性 - [ ] ⚡ 性能优化 - [ ] ♻️ 重构 - [ ] 🧪 测试 - [ ] 📦 构建/CI - [ ] 🔧 配置变更 - [ ] 📝 文档更新 - [ ] ⬆️ 依赖升级 - [ ] 🔒 安全修复 - [x] 🧹 代码清理 - [ ] ❓ 其他,请描述: See merge request: cann/ops-transformer!31112 个月前
attention 重复安装头文件修改 Co-authored-by: chenglongyu<chenglongyu@huawei.com> # message auto-generated for no-merge-commit merge: !6020 merge repeat_clean_ins into master attention 重复安装头文件修改 Created-by: chenglongyu Commit-by: chenglongyu Merged-by: cann-robot Description: ## 描述 各算子的目录下各自维护的头文件存在命名重复的问题。各头文件加上算子名前缀做区分。 | 原头文件名称 | 新头文件名称 | 文件路径 | |-----------|-----------|---------| | common_header.h | sparse_flash_mla_grad_common_header.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_common_header.h | | common_header.h | sparse_flash_attention_grad_common_header.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_common_header.h | | common_header.h | nsa_selected_attention_grad_common_header.h | attention/nsa_selected_attention_grad/basic_modules/nsa_selected_attention_grad_common_header.h | | common_header.h | flash_attention_score_grad_common_header.h | attention/flash_attention_score_grad/op_kernel/arch22/basic_modules/flash_attention_score_grad_common_header.h | | common_utils.h | attention_worker_combine_common_utils.h | attention/attention_worker_combine/op_kernel/attention_worker_combine_common_utils.h | | **gm_to_l1_iterator.h** | **mla_preprocess_gm_to_l1_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_gm_to_l1_iterator.h | | **gm_to_ub_iterator.h** | **mla_preprocess_gm_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_gm_to_ub_iterator.h | | kernel_common.hpp | rain_fusion_attention_kernel_common.hpp | attention/rain_fusion_attention/op_kernel/rain_fusion_attention_kernel_common.hpp | | kernel_common.hpp | fia_kernel_common.hpp | attention/fused_infer_attention_score/op_kernel/fia_kernel_common.hpp | | kernel_common.hpp | block_sparse_attention_kernel_common.hpp | attention/block_sparse_attention/op_kernel/block_sparse_attention_kernel_common.hpp | | **l0c_to_gm_iterator.h** | **mla_preprocess_l0c_to_gm_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_gm_iterator.h | | **l0c_to_l1_iterator.h** | **mla_preprocess_l0c_to_l1_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_l1_iterator.h | | **l0c_to_ub_iterator.h** | **mla_preprocess_l0c_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_ub_iterator.h | | **l1_to_bt_iterator.h** | **mla_preprocess_l1_to_bt_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_bt_iterator.h | | **l1_to_fb_iterator.h** | **mla_preprocess_l1_to_fb_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_fb_iterator.h | | **l1_to_l0_iterator.h** | **mla_preprocess_l1_to_l0_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_l0_iterator.h | | **l1_to_ub_iterator.h** | **mla_preprocess_l1_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_ub_iterator.h | | mla_common.h | prompt_flash_attention_mla_common.h | attention/prompt_flash_attention/op_kernel/arch22/prompt_flash_attention_mla_common.h | | mla_common.h | mla_preprocess_mla_common.h | attention/mla_preprocess/op_kernel/mla_preprocess_mla_common.h | | cube_op.h | sparse_flash_mla_grad_cube_op.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_cube_op.h | | matmul.h | sparse_flash_mla_grad_matmul.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_matmul.h | | vec_op.h | sparse_flash_mla_grad_vec_op.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_vec_op.h | | cube_op.h | sparse_flash_attention_grad_cube_op.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_cube_op.h | | matmul.h | sparse_flash_attention_grad_matmul.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_matmul.h | | vec_op.h | sparse_flash_attention_grad_vec_op.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_vec_op.h | ## 关联的Issue https://gitcode.com/cann/ops-transformer/issues/2680 ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> ## 文档更新 <!--如果这个PR包含文档的更新,请在这里指出。例如:更新了README.md文件。--> ## 类型标签 <!-- [x] 表示选中 --> - [ ] 🐛 Bug 修复 - [ ] ✨ 新特性 - [ ] ⚡ 性能优化 - [ ] ♻️ 重构 - [ ] 🧪 测试 - [ ] 📦 构建/CI - [ ] 🔧 配置变更 - [ ] 📝 文档更新 - [ ] ⬆️ 依赖升级 - [ ] 🔒 安全修复 - [ ] 🧹 代码清理 - [ ] ❓ 其他,请描述: See merge request: cann/ops-transformer!60204 天前
attention 重复安装头文件修改 Co-authored-by: chenglongyu<chenglongyu@huawei.com> # message auto-generated for no-merge-commit merge: !6020 merge repeat_clean_ins into master attention 重复安装头文件修改 Created-by: chenglongyu Commit-by: chenglongyu Merged-by: cann-robot Description: ## 描述 各算子的目录下各自维护的头文件存在命名重复的问题。各头文件加上算子名前缀做区分。 | 原头文件名称 | 新头文件名称 | 文件路径 | |-----------|-----------|---------| | common_header.h | sparse_flash_mla_grad_common_header.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_common_header.h | | common_header.h | sparse_flash_attention_grad_common_header.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_common_header.h | | common_header.h | nsa_selected_attention_grad_common_header.h | attention/nsa_selected_attention_grad/basic_modules/nsa_selected_attention_grad_common_header.h | | common_header.h | flash_attention_score_grad_common_header.h | attention/flash_attention_score_grad/op_kernel/arch22/basic_modules/flash_attention_score_grad_common_header.h | | common_utils.h | attention_worker_combine_common_utils.h | attention/attention_worker_combine/op_kernel/attention_worker_combine_common_utils.h | | **gm_to_l1_iterator.h** | **mla_preprocess_gm_to_l1_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_gm_to_l1_iterator.h | | **gm_to_ub_iterator.h** | **mla_preprocess_gm_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_gm_to_ub_iterator.h | | kernel_common.hpp | rain_fusion_attention_kernel_common.hpp | attention/rain_fusion_attention/op_kernel/rain_fusion_attention_kernel_common.hpp | | kernel_common.hpp | fia_kernel_common.hpp | attention/fused_infer_attention_score/op_kernel/fia_kernel_common.hpp | | kernel_common.hpp | block_sparse_attention_kernel_common.hpp | attention/block_sparse_attention/op_kernel/block_sparse_attention_kernel_common.hpp | | **l0c_to_gm_iterator.h** | **mla_preprocess_l0c_to_gm_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_gm_iterator.h | | **l0c_to_l1_iterator.h** | **mla_preprocess_l0c_to_l1_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_l1_iterator.h | | **l0c_to_ub_iterator.h** | **mla_preprocess_l0c_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_ub_iterator.h | | **l1_to_bt_iterator.h** | **mla_preprocess_l1_to_bt_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_bt_iterator.h | | **l1_to_fb_iterator.h** | **mla_preprocess_l1_to_fb_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_fb_iterator.h | | **l1_to_l0_iterator.h** | **mla_preprocess_l1_to_l0_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_l0_iterator.h | | **l1_to_ub_iterator.h** | **mla_preprocess_l1_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_ub_iterator.h | | mla_common.h | prompt_flash_attention_mla_common.h | attention/prompt_flash_attention/op_kernel/arch22/prompt_flash_attention_mla_common.h | | mla_common.h | mla_preprocess_mla_common.h | attention/mla_preprocess/op_kernel/mla_preprocess_mla_common.h | | cube_op.h | sparse_flash_mla_grad_cube_op.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_cube_op.h | | matmul.h | sparse_flash_mla_grad_matmul.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_matmul.h | | vec_op.h | sparse_flash_mla_grad_vec_op.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_vec_op.h | | cube_op.h | sparse_flash_attention_grad_cube_op.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_cube_op.h | | matmul.h | sparse_flash_attention_grad_matmul.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_matmul.h | | vec_op.h | sparse_flash_attention_grad_vec_op.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_vec_op.h | ## 关联的Issue https://gitcode.com/cann/ops-transformer/issues/2680 ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> ## 文档更新 <!--如果这个PR包含文档的更新,请在这里指出。例如:更新了README.md文件。--> ## 类型标签 <!-- [x] 表示选中 --> - [ ] 🐛 Bug 修复 - [ ] ✨ 新特性 - [ ] ⚡ 性能优化 - [ ] ♻️ 重构 - [ ] 🧪 测试 - [ ] 📦 构建/CI - [ ] 🔧 配置变更 - [ ] 📝 文档更新 - [ ] ⬆️ 依赖升级 - [ ] 🔒 安全修复 - [ ] 🧹 代码清理 - [ ] ❓ 其他,请描述: See merge request: cann/ops-transformer!60204 天前
attention 重复安装头文件修改 Co-authored-by: chenglongyu<chenglongyu@huawei.com> # message auto-generated for no-merge-commit merge: !6020 merge repeat_clean_ins into master attention 重复安装头文件修改 Created-by: chenglongyu Commit-by: chenglongyu Merged-by: cann-robot Description: ## 描述 各算子的目录下各自维护的头文件存在命名重复的问题。各头文件加上算子名前缀做区分。 | 原头文件名称 | 新头文件名称 | 文件路径 | |-----------|-----------|---------| | common_header.h | sparse_flash_mla_grad_common_header.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_common_header.h | | common_header.h | sparse_flash_attention_grad_common_header.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_common_header.h | | common_header.h | nsa_selected_attention_grad_common_header.h | attention/nsa_selected_attention_grad/basic_modules/nsa_selected_attention_grad_common_header.h | | common_header.h | flash_attention_score_grad_common_header.h | attention/flash_attention_score_grad/op_kernel/arch22/basic_modules/flash_attention_score_grad_common_header.h | | common_utils.h | attention_worker_combine_common_utils.h | attention/attention_worker_combine/op_kernel/attention_worker_combine_common_utils.h | | **gm_to_l1_iterator.h** | **mla_preprocess_gm_to_l1_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_gm_to_l1_iterator.h | | **gm_to_ub_iterator.h** | **mla_preprocess_gm_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_gm_to_ub_iterator.h | | kernel_common.hpp | rain_fusion_attention_kernel_common.hpp | attention/rain_fusion_attention/op_kernel/rain_fusion_attention_kernel_common.hpp | | kernel_common.hpp | fia_kernel_common.hpp | attention/fused_infer_attention_score/op_kernel/fia_kernel_common.hpp | | kernel_common.hpp | block_sparse_attention_kernel_common.hpp | attention/block_sparse_attention/op_kernel/block_sparse_attention_kernel_common.hpp | | **l0c_to_gm_iterator.h** | **mla_preprocess_l0c_to_gm_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_gm_iterator.h | | **l0c_to_l1_iterator.h** | **mla_preprocess_l0c_to_l1_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_l1_iterator.h | | **l0c_to_ub_iterator.h** | **mla_preprocess_l0c_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_ub_iterator.h | | **l1_to_bt_iterator.h** | **mla_preprocess_l1_to_bt_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_bt_iterator.h | | **l1_to_fb_iterator.h** | **mla_preprocess_l1_to_fb_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_fb_iterator.h | | **l1_to_l0_iterator.h** | **mla_preprocess_l1_to_l0_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_l0_iterator.h | | **l1_to_ub_iterator.h** | **mla_preprocess_l1_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_ub_iterator.h | | mla_common.h | prompt_flash_attention_mla_common.h | attention/prompt_flash_attention/op_kernel/arch22/prompt_flash_attention_mla_common.h | | mla_common.h | mla_preprocess_mla_common.h | attention/mla_preprocess/op_kernel/mla_preprocess_mla_common.h | | cube_op.h | sparse_flash_mla_grad_cube_op.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_cube_op.h | | matmul.h | sparse_flash_mla_grad_matmul.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_matmul.h | | vec_op.h | sparse_flash_mla_grad_vec_op.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_vec_op.h | | cube_op.h | sparse_flash_attention_grad_cube_op.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_cube_op.h | | matmul.h | sparse_flash_attention_grad_matmul.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_matmul.h | | vec_op.h | sparse_flash_attention_grad_vec_op.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_vec_op.h | ## 关联的Issue https://gitcode.com/cann/ops-transformer/issues/2680 ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> ## 文档更新 <!--如果这个PR包含文档的更新,请在这里指出。例如:更新了README.md文件。--> ## 类型标签 <!-- [x] 表示选中 --> - [ ] 🐛 Bug 修复 - [ ] ✨ 新特性 - [ ] ⚡ 性能优化 - [ ] ♻️ 重构 - [ ] 🧪 测试 - [ ] 📦 构建/CI - [ ] 🔧 配置变更 - [ ] 📝 文档更新 - [ ] ⬆️ 依赖升级 - [ ] 🔒 安全修复 - [ ] 🧹 代码清理 - [ ] ❓ 其他,请描述: See merge request: cann/ops-transformer!60204 天前
attention 重复安装头文件修改 Co-authored-by: chenglongyu<chenglongyu@huawei.com> # message auto-generated for no-merge-commit merge: !6020 merge repeat_clean_ins into master attention 重复安装头文件修改 Created-by: chenglongyu Commit-by: chenglongyu Merged-by: cann-robot Description: ## 描述 各算子的目录下各自维护的头文件存在命名重复的问题。各头文件加上算子名前缀做区分。 | 原头文件名称 | 新头文件名称 | 文件路径 | |-----------|-----------|---------| | common_header.h | sparse_flash_mla_grad_common_header.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_common_header.h | | common_header.h | sparse_flash_attention_grad_common_header.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_common_header.h | | common_header.h | nsa_selected_attention_grad_common_header.h | attention/nsa_selected_attention_grad/basic_modules/nsa_selected_attention_grad_common_header.h | | common_header.h | flash_attention_score_grad_common_header.h | attention/flash_attention_score_grad/op_kernel/arch22/basic_modules/flash_attention_score_grad_common_header.h | | common_utils.h | attention_worker_combine_common_utils.h | attention/attention_worker_combine/op_kernel/attention_worker_combine_common_utils.h | | **gm_to_l1_iterator.h** | **mla_preprocess_gm_to_l1_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_gm_to_l1_iterator.h | | **gm_to_ub_iterator.h** | **mla_preprocess_gm_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_gm_to_ub_iterator.h | | kernel_common.hpp | rain_fusion_attention_kernel_common.hpp | attention/rain_fusion_attention/op_kernel/rain_fusion_attention_kernel_common.hpp | | kernel_common.hpp | fia_kernel_common.hpp | attention/fused_infer_attention_score/op_kernel/fia_kernel_common.hpp | | kernel_common.hpp | block_sparse_attention_kernel_common.hpp | attention/block_sparse_attention/op_kernel/block_sparse_attention_kernel_common.hpp | | **l0c_to_gm_iterator.h** | **mla_preprocess_l0c_to_gm_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_gm_iterator.h | | **l0c_to_l1_iterator.h** | **mla_preprocess_l0c_to_l1_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_l1_iterator.h | | **l0c_to_ub_iterator.h** | **mla_preprocess_l0c_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l0c_to_ub_iterator.h | | **l1_to_bt_iterator.h** | **mla_preprocess_l1_to_bt_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_bt_iterator.h | | **l1_to_fb_iterator.h** | **mla_preprocess_l1_to_fb_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_fb_iterator.h | | **l1_to_l0_iterator.h** | **mla_preprocess_l1_to_l0_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_l0_iterator.h | | **l1_to_ub_iterator.h** | **mla_preprocess_l1_to_ub_iterator.h** | attention/mla_preprocess/op_kernel/mla_preprocess_l1_to_ub_iterator.h | | mla_common.h | prompt_flash_attention_mla_common.h | attention/prompt_flash_attention/op_kernel/arch22/prompt_flash_attention_mla_common.h | | mla_common.h | mla_preprocess_mla_common.h | attention/mla_preprocess/op_kernel/mla_preprocess_mla_common.h | | cube_op.h | sparse_flash_mla_grad_cube_op.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_cube_op.h | | matmul.h | sparse_flash_mla_grad_matmul.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_matmul.h | | vec_op.h | sparse_flash_mla_grad_vec_op.h | attention/sparse_flash_mla_grad/op_kernel/arch22/basic_modules/sparse_flash_mla_grad_vec_op.h | | cube_op.h | sparse_flash_attention_grad_cube_op.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_cube_op.h | | matmul.h | sparse_flash_attention_grad_matmul.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_matmul.h | | vec_op.h | sparse_flash_attention_grad_vec_op.h | attention/sparse_flash_attention_grad/basic_modules/sparse_flash_attention_grad_vec_op.h | ## 关联的Issue https://gitcode.com/cann/ops-transformer/issues/2680 ## 测试 <!--描述进行了哪些测试来验证你的改动。包括但不限于二级冒烟、算子泛化等。--> ## 文档更新 <!--如果这个PR包含文档的更新,请在这里指出。例如:更新了README.md文件。--> ## 类型标签 <!-- [x] 表示选中 --> - [ ] 🐛 Bug 修复 - [ ] ✨ 新特性 - [ ] ⚡ 性能优化 - [ ] ♻️ 重构 - [ ] 🧪 测试 - [ ] 📦 构建/CI - [ ] 🔧 配置变更 - [ ] 📝 文档更新 - [ ] ⬆️ 依赖升级 - [ ] 🔒 安全修复 - [ ] 🧹 代码清理 - [ ] ❓ 其他,请描述: See merge request: cann/ops-transformer!60204 天前