2.12.1

Release 2.12.1

• This is a re-release of 2.12.0 (that was marked as bad). Please use this instead.

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• Users of remote_predict_py should stay on v2.11 and avoid v2.12.

Bug Fixes and Other Changes

• Update TF Serving pip package protobuf requirements to match TF's. (commit: 2402877)
• Update version for 2.12.1 release. (#2139) (commit: bd203fa)

2.12.0

Release 2.12.0

• NOTE: 2.12.0 has been identified as bad release. Please use 2.12.1 or later instead.

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• Users of remote_predict_py should stay on v2.11 and avoid v2.12.

Bug Fixes and Other Changes

• Update TF Serving to Bazel 5.3.0, to match with TF. (commit: cda26f6)
• Update TF Text to v2.11.0. (commit: 1624fb2)
• Add pyclif_proto_library for get_model_metadata and session_service (commit: bedf391)
• Raise the vlog level about aspired versions (commit: 73746fb)
• Add PredictStreamed to PredictionLog. It represents a logged stream of PredictRequests and PredictResponses. (commit: 557f68a)
• Update rules_pkg to 0.7.1. (commit: 2b5ad9a)
• Track additional metadata for request logs. (commit: e0a3b5f)
• Replace usage of the tsl::Status constructor with a tsl::{error, errors}::Code. (commit: cfb9fb2)
• Replace usage of the tsl::Status constructor with a tsl::{error, errors}::Code. (commit: 19345a6)
• Update Dockerfile.devel* with py3.8 installed. (commit: 68d92ff)
• Update TF Text to v2.12.0. (commit: dbe9339)
• Stop depend on 'tensorflow-gpu' for tensorflow-serving GPU build on master branch. (commit: 85ff9c0)
• Upgrade cuda from 11.2 to 11.8. (commit: 20f51c9)
• Upgrade to decision-forests-1.3.0 and yggdrasil-decision-forests-1.4.0 (commit: 45d1574)
• Add tool to send predict (grpc) requests to ModelServer. (commit: 25c5125)
• Ignore remote_predict from :all for 2.12 release due to upstream TF breakage. (commit: 5830714)

2.11.1

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• No breaking changes.

Bug Fixes and Other Changes

• This release is based on TF version 2.11.1

2.11.0

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• No breaking changes.

Bug Fixes and Other Changes

• This release is based on TF version 2.11.0

2.10.1

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• No breaking changes.

Bug Fixes and Other Changes

• This release is based on TF version 2.10.1.

2.9.3

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• No breaking changes

Bug Fixes and Other Changes

• This release is based on TF version 2.9.3

2.8.4

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• No breaking changes.

Bug Fixes and Other Changes

• This release is based on TF version 2.8.4.

2.11.0-rc2

Release 2.11.0-rc2

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• No breaking changes.

Bug Fixes and Other Changes

• This release is based on TF version 2.11.0-rc2

2.11.0-rc1

Release 2.11.0-rc1

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• No breaking changes.

Bug Fixes and Other Changes

• This release is based on TF version 2.11.0-rc1

2.11.0-rc0

Release 2.11.0-rc0

Major Features and Improvements

• No major features or improvements.

Breaking Changes

• No breaking changes.

Bug Fixes and Other Changes

• No-op for public code. (commit: 20655b5)
• Removed net_http/client/public/* now that all the users have been migrated to test_client/ (commit: e64a73a)
• Fix the bug when accessing concat.tensor_data() outside its lifecycle (commit: cc37200)
• BUILD cleanup (commit: 9e81e7b)
• BUILD cleanup (commit: 8235ed8)
• Update TF Text to v2.8.2. (commit: 31204d6)
• Replace tensorflow/core/lib/core/blocking_counter in favor of the one from tensorflow/platform. (commit: 4ed7c5c)
• Update TF Text to v2.9.0. (commit: e88506a)
• Cleaning up BUILD files to remove "loose" headers. (commit: c2cd4c9)
• Remove the unnecessary dependency (commit: d976a37)
• Use value instead of ValueOrDie. (commit: b48e6e7)
• Update TF Text to v2.9.0. (commit: a73f292)
• Replace tensorflow::Status::OK() with tensorflow::OkStatus(). (commit: 49ac8ac)
• Replace tensorflow::Status::OK() with tensorflow::OkStatus(). (commit: e8be1a7)
• Replace tensorflow::Status::OK() with tensorflow::OkStatus(). (commit: 88bd9d1)
• Add support for TensorFlow Decision Forests models. (commit: 4592081)
• Remove special handling of tflite model when creating batching (commit: 2d39f8c)
• Improve batching test in following ways: (commit: 68d4d39)
• Split proto helper function to its own util library. (commit: 0138626)
• Created net_http/public folder for shared files and updated files in net_http and model_servers/http_server.cc to match. Also removed old directories from net_http/client to make way for new client API and implementation. (commit: 8086d33)
• Updating a reference to Env post-refactor. (commit: 728474f)
• Replace tensorflow::Status::OK() with tensorflow::OkStatus(). (commit: 9861f7f)
• Experimental support for per-model batching params. (commit: 94f2d69)
• tensorflow-serving-api python package requires Python >= 3.7 (support for prior versions has been dropped). (commit: 30ea18d)
• Replace tensorflow::Status::OK() with tensorflow::{Status, OkStatus}(). (commit: 6393b29)
• Open up http_server_clients package group for easier 3P (commit: 66b199b)