Consider using 1x1 convolutional filters to create some bottleneck volume that connects a 10x10x8 input volume, to a 10x10x16 output volume. Let f1 indicate the first stage: 10x10x8 (f1) => HxWxC bottleneck; f2 indicate the second stage: HxWxC bottleneck (f2) => 10x10x16 Which one of the following statements is correct? 16 1x1 filter used in f2; a larger filter used in f1. 16 1x1 filter used in f1; no padding needed in f2. C 1x1 filters used in f1; it satisfies that C<8 and H=W<10. O C 1x1 filters used in f1; 16 other filters used in f2.
Consider using 1x1 convolutional filters to create some bottleneck volume that connects a 10x10x8 input volume, to a 10x10x16 output volume. Let f1 indicate the first stage: 10x10x8 (f1) => HxWxC bottleneck; f2 indicate the second stage: HxWxC bottleneck (f2) => 10x10x16 Which one of the following statements is correct? 16 1x1 filter used in f2; a larger filter used in f1. 16 1x1 filter used in f1; no padding needed in f2. C 1x1 filters used in f1; it satisfies that C<8 and H=W<10. O C 1x1 filters used in f1; 16 other filters used in f2.
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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Transcribed Image Text:Consider using 1x1 convolutional filters to create some bottleneck volume that connects a 10x10x8
input volume, to a 10x10x16 output volume.
Let f1 indicate the first stage: 10x10x8 (f1) => HxWxC bottleneck; f2 indicate the second stage:
HxWxC bottleneck (f2) => 10x10x16
Which one of the following statements is correct?
O 16 1x1 filter used in f2; a larger filter used in f1.
16 1x1 filter used in f1; no padding needed in f2.
C 1x1 filters used in f1; it satisfies that C<8 and H=W<10.
O C 1x1 filters used in f1; 16 other filters used in f2.
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