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JAX TPU Embedding

Essentials

Quick Overview for Users
Embedding Specification
Input Processing
Parameters for SparseCore Input

Advanced Topics

Checkpointing
Feedback Directed Optimization
Optimizers
Feature and Table Stacking
Minibatching for SparseCore Embedding Lookups
Pipelining TensorCore and SparseCore operations

Tutorials

The JAX SC Shakespeare Example - Flax
The JAX SC Shakespeare Example - Primitives

Contributor Guide

Building from source

Repository
Open issue

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By JAX TPU Embedding Team

© Copyright 2026, JAX TPU Embedding Team.