Index
As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.
A
absolute value 97
activation function 68, 70
linear activation function 70
Rectified Linear Unit activation function 70
Adadelta 83
Adagrad 83
Adam 83
AdaMax 83
ADE20K 300
AlexNet 133
AlexNet custom model
creating, from scratch 135, 136
evaluating 137
training 136, 137
AlexNet pre-trained model
evaluating, from Model Zoo 140
loading, from Model Zoo 139, 140
Area Under the Curve (AUC) 147
Atrous Spatial Pyramid Pooling (ASPP) 170
attention 184
attention heads 185
cross-attention head 186
self-attention head 186
Automatic Mixed Precision (AMP) 271
applying, for inference 303
enabling, for training optimization 271
using 313
average pooling layer 130
B
Back-Propagation Through Time (BPTT) 180
Bag-Of-Words...
