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课程二(Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization),第一周(Practical aspects of Deep Learning) —— 4.Programming assignments:Gradient Checking

发布时间:2023-09-06 01:31责任编辑:蔡小小关键词:暂无标签

Gradient Checking

Welcome to this week‘s third programming assignment! You will be implementing gradient checking to make sure that your backpropagation implementation is correct. By completing this assignment you will:

- Implement gradient checking from scratch.

- Understand how to use the difference formula to check your backpropagation implementation.

- Recognize that your backpropagation algorithm should give you similar results as the ones you got by computing the difference formula.

- Learn how to identify which parameter‘s gradient was computed incorrectly.

Take your time to complete this assignment, and make sure you get the expected outputs when working through the different exercises. In some code blocks, you will find a "#GRADED FUNCTION: functionName" comment. Please do not modify it. After you are done, submit your work and check your results. You need to score 80% to pass. Good luck :) !

【中文翻译】

梯度检查
欢迎来到本周的第三次编程任务!您将实梯度检查, 以确保您的反向实现是正确的。通过完成此任务, 您将:

-从头开始执行梯度检查。

-了解如何使用差异公式来检查您的反向实现。
-认识到你的反向算法应该给你与计算误差公式类似的结果。
-了解如何确定哪个参数的梯度计算错误了。
 
花时间完成这项任务, 并确保在通过不同的练习时得到预期的输出。在某些代码块中, 您将找到一个 "#GRADED FUNCTION: functionName" 的注释。请不要修改它。完成后, 提交您的工作, 并检查您的结果。你需要得分80% 才能过关。祝你好运:)!

课程二(Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization),第一周(Practical aspects of Deep Learning) —— 4.Programming assignments:Gradient Checking

原文地址:http://www.cnblogs.com/hezhiyao/p/8047117.html

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