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[Doc Link Fix No.24] 文档链接修复 - #7918
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📚 本次 PR 文档预览链接（点击展开）
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Echo-Nie
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Jul 14, 2026
mattheliu
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Jul 26, 2026
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请修正 的链接目标。当前目标 仅声明 ，与文中所述 Activation Ops 的抽象模式不符。仓库中仍存在且语义匹配的文件为 ，建议改为链接该文件后再提交。
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修复内容
任务 24: docs/design/modules/regularization.md
修复 regularization.md 中的失效链接，涉及正则化相关文档、源码、图片和外部 API 文档链接。
链接修复记录
原链接: https://github.com/PaddlePaddle/Paddle/blob/develop/doc/fluid/design/modules/python_api.md#layer-function
新链接: https://github.com/PaddlePaddle/docs/blob/develop/docs/design/modules/python_api.md#layer-function
原链接: https://github.com/PaddlePaddle/Paddle/blob/develop/paddle/fluid/operators/accuracy_op.h
新链接: https://github.com/PaddlePaddle/Paddle/blob/develop/paddle/phi/kernels/accuracy_kernel.h
原链接: https://raw.githubusercontent.com/PaddlePaddle/FluidDoc/develop/doc/fluid/images/feed_forward.png
新链接: https://raw.githubusercontent.com/PaddlePaddle/docs/develop/docs/design/modules/images/feed_forward.png
原链接: https://raw.githubusercontent.com/PaddlePaddle/FluidDoc/develop/doc/fluid/images/feed_forward_regularized.png
新链接: https://raw.githubusercontent.com/PaddlePaddle/docs/develop/docs/design/modules/images/feed_forward_regularized.png
原链接: https://raw.githubusercontent.com/PaddlePaddle/FluidDoc/develop/doc/fluid/images/l1_regularization.png
新链接: https://raw.githubusercontent.com/PaddlePaddle/docs/develop/docs/design/modules/images/l1_regularization.png
原链接: https://raw.githubusercontent.com/PaddlePaddle/FluidDoc/develop/doc/fluid/images/l2_regularization.png
新链接: https://raw.githubusercontent.com/PaddlePaddle/docs/develop/docs/design/modules/images/l2_regularization.png
原链接: https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/loss_equation.png
新链接: https://raw.githubusercontent.com/PaddlePaddle/docs/develop/docs/design/modules/images/loss_equation.png
原链接: https://www.tensorflow.org/api_guides/python/contrib.layers
新链接: https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/contrib/layers
验证结果
已手动访问所有更新后的链接，确认可以正常打开。
@HZ1ovo @Echo-Nie