Index
A
Accelerate 275, 495, 504
using, to speed up PyTorch model training 504-506
actions 298
action-value function 302
activation functions 9, 21
leaky ReLU 11, 12
rectified linear units (ReLUs) 10, 11
sigmoid 9, 10
TanH 10
actor-critic method 301
Adadelta 13, 14
Adagrad 13
Adam optimizer 14, 15, 36, 103
agent 298
agent, training in Model-Free RL setting
policy optimization 301, 302
Q-learning 302
AlexNet 42, 53
fine-tuning 53-56
fine-tuning, with PyTorch 56-63
AlphaZero 301
Amazon Machine Image (AMI) 380
Amazon SageMaker
TorchServe, using with 381, 382
Amazon Web Services (AWS) 345, 379, 504
PyTorch, using with 379
Android
PyTorch model, deploying on 390
Android app
development environment, setting up 391-393
phone camera, using to capture images 393, 394
Android mobile device
app, launching on 403-407
Android NDK (Native Development Kit) 391
...
