●Change8

Migrating to TensorFlow v2.20.0

Version v2.20.0 introduces 1 breaking change. This guide details how to update your code.

Released: 8/13/2025

1
Breaking Changes
2
Migration Steps
3
Affected Symbols

⚠️ Check Your Code

If you use any of these symbols, you need to read this guide:

tf.data.Options.autotune.min_parallelismtf.litetensorflow-io-gcs-filesystem

Breaking Changes

●Issue #1

The `tensorflow-io-gcs-filesystem` package is now optional; projects that relied on it must install it explicitly via `pip install "tensorflow[gcs-filesystem]"`.

Migration Steps

  1. 1
    If your code uses GCS filesystem support, install the optional package with `pip install "tensorflow[gcs-filesystem]"`.
  2. 2
    Replace usage of `tf.lite` with the LiteRT library from https://github.com/google-ai-edge/LiteRT.

Release Summary

TensorFlow 2.20.0 makes `tensorflow-io-gcs-filesystem` optional, adds `autotune.min_parallelism` to `tf.data.Options`, and deprecates `tf.lite` in favor of LiteRT.

Need More Details?

View the full release notes and all changes for TensorFlow v2.20.0.

View Full Changelog