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MindStudio 训练开发
开发步骤
分析迁移
针对训练业务迁移至Ascend平台场景，提供0修改自动迁移、三方库支持度分析、API支持度分析等多种迁移分析能力，帮助您自动识别API、算子、三方库兼容信息和迁移工作量，并支持一键式分钟级完成训练业务脚本迁移。
0修改自动迁移
分钟级迁移评估
相关链接
分析迁移工具
精度调试
针对昇腾平台训练业务精度调试场景，提供数据dump、溢出检测、精度比对等多层级多维度精度调测手段，帮助您从框架和CANN软件栈层级快速完成模型精度问题的定位调试。
自动化比对分析
自动化溢出检测
精度预检
相关链接
精度调试工具
性能调优
针对不同的训练框架（如PyTorch等）提供灵活多样的调优手段，帮助您从框架到CANN软件栈再到硬件进行多维度多层次深度调优，并使您能够在CPU和NPU中识别并优化性能瓶颈。
多种可视化分析手段
多维度性能分析方法
多层次性能数据呈现
相关链接
PyTorch性能调优
集群可视化调优
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