Tensorflow and XLA
A group of posts that are basically notes to self while learning the stack from ml framework to intermediate representation to hardware.

Compute Graph Overview with Tensorflow
Deep dive into XLA's compute graph representation and optimization strategies for TensorFlow operations.

Compute Graph Overview with Tensorflow
Deep dive into XLA's compute graph representation for TensorFlow operations.

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