Deep-Learning-with-PyTorch


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2024-08-11
Torch Py storage 20 book Manning ten sor 深度 Numeric
16.8 MB

M A N N I N G
Eli Stevens
Luca Antiga
Essential Excerpts
Deep Learning with PyTorch
Essential Excerpts
Eli Stevens and Luca Antiga

Manning Author Picks
Copyright 2019 Manning Publications
To pre-order or learn more about this book go to www.manning.com
are printed on paper that is at least 15 percent recycled and processed without the use of
elemental chlorine.
Manning Publications Co.
20 Baldwin Road Technical
PO Box 761
Shelter Island, NY 11964
Cover designer: Leslie Haimes
ISBN: 9781617297120
Printed in the United States of America
1 2 3 4 5 6 7 8 9 10 - EBM - 24 23 22 21 20 19
iii
contents
preface v
1 Introducing deep learning and the PyTorch library 1
1.1 What is PyTorch? 2
1.2 What is this book? 2
1.3 Why PyTorch? 3
1.4 PyTorch has the batteries included 10
2 It starts with a tensor 15
2.1 Tensor fundamentals 18
2.2 Tensors and storages 22
2.3 Size, storage offset, and strides 24
2.4 Numeric types 30
2.5 Indexing tensors 31
2.6 NumPy i


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