March 13, 2024 — Posted by the TensorFlow teamTensorFlow 2.16 has been released! Highlights of this release (and 2.15) include Clang as default compiler for building TensorFlow CPU wheels on Windows, Keras 3 as default version, support for Python 3.12, and much more! For the full release note, please click here.Note: Release updates on the new multi-backend Keras will be published on keras.io starting with Keras …
TensorFlow 2.16 has been released! Highlights of this release (and 2.15) include Clang as default compiler for building TensorFlow CPU wheels on Windows, Keras 3 as default version, support for Python 3.12, and much more! For the full release note, please click here.
Note: Release updates on the new multi-backend Keras will be published on keras.io starting with Keras 3.0. For more information, please see https://keras.io/keras_3/.
Clang is now the preferred compiler to build TensorFlow CPU wheels on the Windows Platform starting with this release. The currently supported version is LLVM/clang 17. The official Wheels-published on PyPI will be based on Clang; however, users retain the option to build wheels using the MSVC compiler following the steps mentioned, as has been the case before. Intel owned the implementation and delivery of this change within the 3P Official Build program.
Keras 3 will be the default Keras version for TensorFlow 2.16 onwards. You may need to update your script to use Keras 3. Please refer to the new Keras documentation for Keras 3 (https://keras.io/keras_3). Keras 2 will continue to be released alongside TensorFlow as tf_keras
. To continue using Keras 2 with TensorFlow 2.16+:
tf-keras
vía pip install tf-keras~=2.16
tf.keras
to use Keras 2 (tf-keras)
, by setting environment variable TF_USE_LEGACY_KERAS=1
directly or in your Python program by doing import os;os.environ["TF_USE_LEGACY_KERAS"]=”1”
. Please note that this needs to be set before importing TensorFlow and will set it for all packages in your Python runtime program.tf.estimator
API is removed. If you need to use the estimator API, you need to use TF 2.15 or an earlier version.
If you previously installed TensorFlow using pip install tensorflow-macos
, please update your installation method. Use pip install tensorflow
from now on. tensorflow-macos
package will no longer receive updates. Future updates will be released to tensorflow
.
March 13, 2024 — Posted by the TensorFlow teamTensorFlow 2.16 has been released! Highlights of this release (and 2.15) include Clang as default compiler for building TensorFlow CPU wheels on Windows, Keras 3 as default version, support for Python 3.12, and much more! For the full release note, please click here.Note: Release updates on the new multi-backend Keras will be published on keras.io starting with Keras …