TensorFlow Serving using TensorFlow 2.6.0-rc0.
Major Features and Improvements
No major features or improvements.
Breaking Changes
No Breaking changes.
Bug Fixes and Other Changes
- Enable tensor output filters with batching. (commit: 448dbe1)
- Update tf.io import in warmup example doc. (commit: 6579d2d)
- Rollback incompatible C++17 changes. (commit: ba0fa72)
- Roll forward with std::optional -> absl::optional. (commit: 009dac6)
- Replace STL algorithm call with a container method (performance-inefficient-algorithm). (commit: f5bc099)
- Internal change. (commit: 61ca084)
- Remove unused lambda capture. (commit: c80db5a)
- Use absl::StrContains instead of find() != npos. (commit: 9b3d4d7)
- Remove unused "using" decl. (commit: ffcc4a1)
- Resize tensors if the dimensions of the tflite and tensorflow inputs mismatch, even if the number of elements are the same (commit: 8293f44)
- Make Internal Change. (commit: 12bbced)
- Move status_proto to public visible apis/ (it being used by public API protos) (commit: 7f894c7)
- Move core/logging.proto -> apis/logging.proto (commit: 37c64b8)
- Update TF Text to v2.5.0. (commit: 48e5a9e)
- Fix argument name vs comment mismatch (commit: c9bd671)
- cleanup unused vars+functions. (commit: 4ce9c6b)
- Internal change. (commit: f295831)
- Internal change. (commit: ddc3421)
- Remove unused lambda captures in loader_harness_test.cc (commit: bb34b1d)
- Avoid using 'version' after it was moved. (commit: 23b0755)
- Adding python targets for config protos (commit: 757c3a6)
- Add basic batch scheduler for tflite models to improve batch parallelism. (commit: 0ffd608)
- Remove experimental tags from uses of gRPC C++ callback API. (commit: 97aa2db)
- Remove experimental tags from uses of gRPC C++ callback API. (commit: b355023)
- Reserve Unavailable error to TF communication ops only. (commit: db9aca1)
- Add the flag thread_pool_factory_config_file to model server and fix a typo. (commit: efc445f)
- Add new --use_alts_credentials flag, to enable building secure credentials using Google ALTS. (commit: ceba636)
- Enable HTTP PATCH support in evhttp_server (commit: 6cbc4a9)
- Make Internal Change (commit: 6a54e2a)
- Update version for 2.6.0-rc0 release. (commit: ae853e4)
Thanks to our Contributors
This release contains contributions from many people at Google, as well as:
nniuzft