You train a deep neural network and find that it suffers from vanishing gradients. Which of the following changes can help increase the average magnitude of gradients during training? (Select all that are correct.) Increasing the learning rate Replacing sigmoid activation function with ReLU Decreasing the coefficient A for weight decay None of these are correct Adding extra dense layers Adding layer normalization

You train a deep neural network and find that it suffers from vanishing gradients. Which of the following changes can help increase the average magnitude of gradients during training? (Select all that are correct.) Increasing the learning rate Replacing sigmoid activation function with ReLU Decreasing the coefficient A for weight decay None of these are correct Adding extra dense layers Adding layer normalization

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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