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[Modify][MindSpore] Optimize data preprocessing performance for Qwen3vl Co-authored-by: weixin_47897441<wuyouqi1@h-partners.com> # message auto-generated for no-merge-commit merge: !1926 merge master-qwen3vl into master [Modify][MindSpore] Optimize data preprocessing performance for Qwen3vl Created-by: weixin_47897441 Commit-by: weixin_47897441 Merged-by: ascend-robot Description: ## Motivation This PR aims to optimize the performance of qwenvl3 data preprocessing by replacing partial tensor operations with tensor-to-numpy conversions, reducing unnecessary tensor memory copies and improving the overall efficiency of the preprocessing pipeline. ## Modification Replace tensor-based data operations that cause redundant memory copies with tensor-to-numpy conversion operations. ## Self-test (Optional) 1.After modification, the output of qwenvl3 data preprocessing is consistent with the original version. 2.The preprocessing time is reduced from 10xPTA to 5.2xPTA. ![image.png](https://raw.gitcode.com/user-images/assets/7404510/3265ef95-3228-4034-be9c-8d5be0de5e32/image.png 'image.png') ## BC-breaking (Optional) If there are compatibility issues, such as dependencies on cann/torch_npu versions, they need to be explained in the PR. ## Checklist **Before PR**: - [x] The new code needs to comply with the Clean Code specification. - [x] The PR content is self-checked, and the expression can be clear and the writing standardized **After PR**: - [x] CLA has been signed and all committers have signed the CLA in this PR. - [x] The ci-pipeline is passed, Code Check is passed. See merge request: Ascend/MindSpeed-MM!19265 个月前
style: pre-commit autofix cleancode (base check) Co-authored-by: liyingxuan<liyingxuan3@huawei.com> # message auto-generated for no-merge-commit merge: !2616 merge master into master style: pre-commit autofix cleancode (base check) Created-by: liyx616 Commit-by: liyingxuan Merged-by: ascend-robot Description: ## What this PR does / why we need it? Please describe the background and detailed changes of the PR. If it is a bugfix, please attach the related issue. ## Does this PR introduce any user-facing change? Please describe whether the PR will result in any user-facing usage changes. If there is related documentation, please specify its path. ## How was this patch tested? Please explain how to verify the correctness and effectiveness of this feature, as well as its usage constraints and limitations. See merge request: Ascend/MindSpeed-MM!261616 小时前