State the necessity of exponentially moving weighted average. In batch norm, the mean and variance at test time are calculated using the means and variances of various mini batches at training time using exponentiality moving weighted average. The means across four minibatches at training time are 0.78, 0.92, 0.82, and 0.29 respectively. The variances across the same four minibatches are 0.14, 0.12, 0.1, and 0.37 respectively. Compute the mean and variance at test time with and without bias correction. What conclusions can you draw based on the obtained results? Momentum hyperparameter is 0.9.

State the necessity of exponentially moving weighted average. In batch norm, the mean and variance at test time are calculated using the means and variances of various mini batches at training time using exponentiality moving weighted average. The means across four minibatches at training time are 0.78, 0.92, 0.82, and 0.29 respectively. The variances across the same four minibatches are 0.14, 0.12, 0.1, and 0.37 respectively. Compute the mean and variance at test time with and without bias correction. What conclusions can you draw based on the obtained results? Momentum hyperparameter is 0.9.

Algebra and Trigonometry (6th Edition)

6th Edition

ISBN:9780134463216

Author:Robert F. Blitzer

Publisher:Robert F. Blitzer

ChapterP: Prerequisites: Fundamental Concepts Of Algebra

Section: Chapter Questions

Problem 1MCCP: In Exercises 1-25, simplify the given expression or perform the indicated operation (and simplify,...

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