INPUT CONVI: 32 11x11 filters at stride 4, padding 0 POOLI: 3x3 filters at stride 2, padding 0 CONV2: 64 5x5 filters at stride 1, padding 0 POOL2: 3x3 filters at stride 4, padding 0 CONV3: 128 5x5 filters at stride 1, padding 1

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
icon
Related questions
Question
100%

posting multiple times answer only u know else dislike

A) Given the following CNN network architecture, calculate the shape of the outputs for each layer.
CONV is a convolution layer, and POOL is a max pooling layer. The outputs for earch layers feeds
into the next layer going downwards. Use the 3rd dimension for the number of depth/channels. Show
your work.
INPUT
[256x256x3]
CONVI: 32 11x11 filters at stride 4, padding 0
POOL1: 3x3 filters at stride 2, padding 0
CONV2: 64 5x5 filters at stride 1, padding 0
POOL2: 3x3 filters at stride 4, padding 0
CONV3: 128 5x5 filters at stride 1, padding 1
Transcribed Image Text:A) Given the following CNN network architecture, calculate the shape of the outputs for each layer. CONV is a convolution layer, and POOL is a max pooling layer. The outputs for earch layers feeds into the next layer going downwards. Use the 3rd dimension for the number of depth/channels. Show your work. INPUT [256x256x3] CONVI: 32 11x11 filters at stride 4, padding 0 POOL1: 3x3 filters at stride 2, padding 0 CONV2: 64 5x5 filters at stride 1, padding 0 POOL2: 3x3 filters at stride 4, padding 0 CONV3: 128 5x5 filters at stride 1, padding 1
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps with 1 images

Blurred answer
Knowledge Booster
Linux
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.
Recommended textbooks for you
Database System Concepts
Database System Concepts
Computer Science
ISBN:
9780078022159
Author:
Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:
McGraw-Hill Education
Starting Out with Python (4th Edition)
Starting Out with Python (4th Edition)
Computer Science
ISBN:
9780134444321
Author:
Tony Gaddis
Publisher:
PEARSON
Digital Fundamentals (11th Edition)
Digital Fundamentals (11th Edition)
Computer Science
ISBN:
9780132737968
Author:
Thomas L. Floyd
Publisher:
PEARSON
C How to Program (8th Edition)
C How to Program (8th Edition)
Computer Science
ISBN:
9780133976892
Author:
Paul J. Deitel, Harvey Deitel
Publisher:
PEARSON
Database Systems: Design, Implementation, & Manag…
Database Systems: Design, Implementation, & Manag…
Computer Science
ISBN:
9781337627900
Author:
Carlos Coronel, Steven Morris
Publisher:
Cengage Learning
Programmable Logic Controllers
Programmable Logic Controllers
Computer Science
ISBN:
9780073373843
Author:
Frank D. Petruzella
Publisher:
McGraw-Hill Education