Release 2.21.0 TensorFlow Breaking Changes Support for Python 3.9 has been removed starting with TF 2.21. The TensorBoard (TB) dependency has been removed starting with TF 2.21. Major Features and Improvements tf.lite Adds int8 and int16x8 support for SQRT operator. Adds int16x8 support for EQUAL and NOT_EQUAL operators. Adds support for int2 type. Adds support for int2/int4 in tfl.cast . Adds sup…
Release 2.21.0 TensorFlow Breaking Changes Support for Python 3.9 has been removed starting with TF 2.21. Major Features and Improvements tf.lite Adds int8 and int16x8 support for SQRT operator. Adds int16x8 support for EQUAL and NOT_EQUAL operators. Adds support for int2 type. Adds support for int2/int4 in tfl.cast . Adds support for SRQ int2 in tfl.fully_connected. Adds support for int4 in tfl.s…
Release 2.21.0 TensorFlow Breaking Changes Support for Python 3.9 has been removed starting with TF 2.21. Major Features and Improvements tf.lite Adds int8 and int16x8 support for SQRT operator. Adds int16x8 support for EQUAL and NOT_EQUAL operators. Adds support for int2 type. Adds support for int2/int4 in tfl.cast . Adds support for SRQ int2 in tfl.fully_connected. Adds support for int4 in tfl.s…
Release 2.20.0 TensorFlow Breaking Changes The tensorflow-io-gcs-filesystem package is now optional, due its uncertain, and limited support. To install it alongside tensorflow, run pip install "tensorflow[gcs-filesystem]". Major Features and Improvements tf.data Adds autotune.min_parallelism to tf.data.Options to enable faster input pipeline warm up. tf.lite tf.lite will be deprecated, in favor of…
Release 2.19.1 Bug Fixes and Other Changes Fix save_model.save for Serving embedding and add SparseCore Reshard.
Release 2.20.0 TensorFlow Breaking Changes The tensorflow-io-gcs-filesystem package is now optional, due its uncertain, and limited support. To install it alongside tensorflow, run pip install "tensorflow[gcs-filesystem]". Major Features and Improvements tf.data Adds autotune.min_parallelism to tf.data.Options to enable faster input pipeline warm up. tf.lite tf.lite will be deprecated, in favor of…
Release 2.19.0 TensorFlow Breaking Changes LiteRT, a.k.a. tf.lite: C++ API: The public constants tflite::Interpreter:kTensorsReservedCapacity and tflite::Interpreter:kTensorsCapacityHeadroom are now const references, rather than constexpr compile-time constants. (This is to enable better API compatibility for TFLite in Play services while preserving the implementation flexibility to change the val…
Release 2.18.1 Security Updates curl to 8.11.0 to handle CVE-2024-2004, CVE-2024-2379, CVE-2024-2398, CVE-2024-2466, CVE-2024-6197, CVE-2024-7264, CVE-2024-8096 and CVE-2024-9681. Bug Fixes and Other Changes Loosen ml_dtypes upperbound to < 1.0.0 to reduce conflicts when installed with other ML ecosystem components. Breaking Changes tf.lite Interpreter: tf.lite.Interpreter gives warning of future…
Release 2.19.0 TensorFlow Breaking Changes LiteRT, a.k.a. tf.lite: C++ API: The public constants tflite::Interpreter:kTensorsReservedCapacity and tflite::Interpreter:kTensorsCapacityHeadroom are now const references, rather than constexpr compile-time constants. (This is to enable better API compatibility for TFLite in Play services while preserving the implementation flexibility to change the val…
Release 2.18.0 TensorFlow Breaking Changes tf.lite C API: An optional, fourth parameter was added TfLiteOperatorCreate as a step forward towards a cleaner API for TfLiteOperator. Function TfLiteOperatorCreate was added recently, in TensorFlow Lite version 2.17.0, released on 7/11/2024, and we do not expect there will be much code using this function yet. Any code breakages can be easily resolved b…