tensorflow/serving 2.2.3

on GitHub

TensorFlow Serving using TensorFlow 2.2.3.

Major Features and Improvements

Breaking Changes

Bug Fixes and Other Changes

• Internal changes. (commit: d044f1e)
• Explicitly export files needed by other packages (commit: 90cb1c0)
• internal BUILD file cleanup. (commit: 12c0f49)
• Add a SourceAdapter that adds a prefix to StoragePath. (commit: f337623)
• Internal change. (commit: b052238)
• Switch users of tensorflow::Env::Now*() to EnvTime::Now*(). (commit: 8a0895e)
• Update the serving model test to use profiler_client.start_tracing instead of (commit: 495e15b)
• moves tf.app to use compat.v1 (commit: fb3c70d)
• Migrates tf.app to use compat.v1 (commit: e8d5ec5)
• Automated rollback of commit e8d5ec5 (commit: 46fbcb2)
• Add test for flex op. (commit: 83ca96f)
• Automated rollback of commit 83ca96f (commit: b853dfe)
• Add release note for TFS 2.1 (commit: 74107ae)
• Remove SessionBundle usage from regressor/classifier. (commit: b1b6ffd)
• Remove SessionBundle support from Predictor. (commit: 2090d67)
• Replace the error_codes.proto references in tf serving. (commit: ab475bf)
• In ServableStateMonitor, introduce a helper method 'GetAvailableServables' in ServableStateMonitor. (commit: 4dcfa25)
• Automated rollback of commit b853dfe (commit: 1750599)
• Remove unused GetCreator() method. (commit: 114c035)
• Adds performance guide and documentation for TensorBoard integration (commit: f1e4eb2)
• Use SavedModelBundleFactory for session source adapter instead (commit: a59e0dc)
• Update TF Text to 2.0.1 (commit: bd206e4)
• Remove SessionBundleSourceAdapter as we load Session bundles via (commit: d50aa2b)
• Remove option to create session bundle based platform config. (commit: 04d0f7e)
• Cleaning up BUILD visibility for tf_pyclif_proto_library intermediate targets, part 2. (commit: 4774fd8)
• Use SavedModelBundleSourceAdapterConfig instead of (commit: 8ed3cee)
• Automated rollback of commit 4774fd8 (commit: 8aa38bd)
• Fix docs to refer to SavedModelBundleSourceAdatperConfig as (commit: 4de4c7b)
• Update minimum bazel version to 1.2.1. (commit: 1a36026)
• Automated rollback of commit 8aa38bd (commit: befd6c6)
• Drop support for beta gRPC APIs. (commit: 13d01fc)
• API spec for httpserver response-streaming (with flow-control). (commit: fd597f0)
• Use @rules_pkg to replace @bazel_tools to build deb package (commit: 1e7f349)
• Change Python version to PY3. (commit: 7516746)
• Update Python tests in PY3. (commit: 0cf65d2)
• Re-format Python test. (commit: ae4de8b)
• Upgrade bazel version for Dockerfiles. (commit: e507aa1)
• Change dockerfile for PY3. (commit: 7cbd06e)
• Update TF Text to v2.1.1 which removes ICU variable conflict with core TF. (commit: 2fd33e1)
• Reduce contention in FastReadDynamicPtr by sharding the ReadPtrs, by default one per CPU. (commit: d3b374b)
• Ensure that all outstanding ReadPtrs are destroyed before allowing a (commit: e41ee40)
• fix typo in flag (commit: 138d9b7)
• Automated rollback of commit 46fbcb2 (commit: 385e796)
• Fixes outdated instructions in kubernetes tutorial (commit: ee66538)
• Refined the httpserver flow-control API for streaming writes. (commit: e085cb3)
• Update bazel genfile directory after bazel version upgrade. (commit: a328ed6)
• Use package python-distutils-extra instead of python3-distutils for ubuntu16.04. (commit: b9602b3)
• Explicitly disable Tensorflow v2 behaviors for all TF1.x binaries and tests (commit: 3ffd969)
• Internal changes. (commit: fdbbe48)
• Makes clear that version labels are not supported by REST API surface (commit: 9781ed1)
• Fix deps on tensorflow proto targets. (commit: 0b83b7e)
• Allow splitting fields from batched session metadata into individual sessions (commit: caf2a92)
• For google-internal, optimize proto parse code for lazy scenario, by annotate byte-type fields with Cord. (commit: 726ca19)
• Fix tensorflow_serving build when building against a recent hash of TensorFlow (commit: 3d5b44a)
• Allow passing ThreadPoolOptions in various Session implementations. (commit: 2b6212c)
• Fix test broken by CL 301607174: some Session subclasses may not have implementation for Run() with thread pool options. (commit: ff10e69)
• Inline deps variables in BUILD files. (commit: dfc7a5c)
• Update bazel version used in the docker images. (commit: 162f729)
• Bump TF version. (commit: 6d6792c)
• Bump TF version. (commit: 08a1ecf)
• Small performance optimization. (commit: 4196a72)
• Update version for 2.2.0-rc0 release. (commit: ecf3328)
• Update version for 2.2.0-rc1 release. (commit: 6e254ff)
• Update version for 2.2.0-rc2 release. (commit: 3ad9a98)
• Format error strings correctly in JSON response (Fixes #1600). (commit: 1ff4d31)
• Merge pull request #1615 from peakji:master (commit: 22635f6)
• Fix broken GetModelMetadata request processing (#1612) (commit: 55c4037)
• Fix icu dependency checksum. (commit: 322c9ee)
• Support Python 3.7 in tensorflow-serving-api package (Fixes #1640) (commit: f775bb2)
• Update ICU library to include knowledge of built-in data files. (commit: 774f248)
• Update TF Text regression model to catch errors thrown from within ops. (commit: 11e49b0)
• Adds storage.googleapis.com as the primary download location for the ICU, and resets the sha256 to match this archive. (commit: 028d050)
• Upgrade to CUDA Version 10.1. (commit: 3ab70a7)
• Update TF Text to v2.2.0. (commit: fd98428)
• Update version for 2.2.0 release. (commit: 066c50a)
• Install python3-distutils in gpu docker config. (commit: 145b337)
• Install cuda-nvrtc 10.1 into release tf serving gpu docker image. (commit: 9b74939)
• Specifying compute capabilities in the TF 2.2 .bazelrc file to reduce startup time on GPUs; this is in line with TF 2.3 changes (commit: 54de106)
• Update version for 2.2.2 release. (commit: d0b8fdf)
• Update .bazelrc (commit: 3a9b697)
• Update version for 2.2.3 release. (commit: e89e0f5)

Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

broken, Haiming, Minglotus-6, rhaertel80, Shyam Saladi, Tensorflow-Copybara