XLA Profiling and Optimization
Tutorials
5 part series on using TensorBoard and XLA to optimize a complex network’s train and inference times.
Here are the tutorials available:
Compute Graph Overview with Tensorflow
XLA Background
Nvidia GPU for Dummies
Nvidia GPU for Dummies
Nvidia Nsight Compute
NVIDIA Compute Introduction
Neural Network Optimization with TensorFlow and XLA, Overflow
An Optimization Case Study
TensorBoard Profiling
TensorBoard Optimization Intro Guide
TensorFlow Performance Guide
TensorBoard Optimization Intro Guide
XLA Case Study
XLA Optimization Case Study
XLA for Dummies
XLA Background
XLA TensorFlow Tutorial
TensorFlow Tutorial for XLA