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Releases: tensorflow/serving

TensorFlow Serving 1.10.0

10 Aug 05:07
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Release 1.10.0

Major Features and Improvements

  • No major features or improvements.

Breaking Changes

  • TensorFlow Serving API now uses gRPC's GA release. The beta gRPC API has been deprecated, and will be removed in a future version of TensorFlow Serving. Please update your gRPC client code (sample)
  • Docker images for GPU are built against NCCL 2.2, in following with TensorFlow 1.10.

Bug Fixes and Other Changes

  • Built against TensorFlow 1.10.0
  • Added GPU serving Docker image.
  • Repo cloning and shell prompt in example readme.
  • Updated Docker instructions.
  • Updated min Bazel version (0.15.0).
  • Convert TF_CHECK_OKs to TF_ASSERT_OK in some unit tests.
  • Remove error suppression (.IgnoreError()) from BasicManager.
  • Add new bazel_in_docker.sh tool for doing hermetic bazel builds.
  • Fix erroneous formatting of numbers in REST API output that are larger than 6 digits.
  • Add support for Python 3 while also compatible with Python 2.7 in mnist_saved_model.py.
  • Fix an incorrect link to Dockerfile.devel-gpu.
  • Add util for get model status.
  • Adding support for secure channel to ModelServer.
  • Add version output to model server binary.
  • Change ServerRequestLogger::Update to only create new and delete old loggers if needed.
  • Have the Model Server interpret specific hard-coded model version labels "stable" and "canary" as the smallest and largest version#, respectively.
  • Add half_plus_two CPU and GPU models to test data.

1.9.1

06 Aug 19:53
398193a
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TensorFlow Serving using TensorFlow 1.9.0

  • Fix broken PIP packages (#999)
  • Fix REST API output (#989)
  • Updated Docker GPU configs (#1005)

1.10.0-rc1

01 Aug 00:12
e16a67d
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1.10.0-rc1 Pre-release
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TensorFlow Serving using TensorFlow 1.10.0-rc1.

1.9.0

11 Jul 01:15
0d219b7
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TensorFlow Serving using TensorFlow 1.9.0

1.8.0

11 Jun 17:18
d908ef1
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TensorFlow Serving using TensorFlow 1.8.0.

This release now supports a RESTful API. You can now easily make classification, regression, and prediction requests to your TensorFlow models using JSON objects.

1.9.0-rc2

04 Jul 21:31
75bb558
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1.9.0-rc2 Pre-release
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TensorFlow Serving using TensorFlow 1.9.0-rc2

1.7.1

29 Jun 05:40
ea4bdf6
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TensorFlow Serving using TensorFlow 1.7.1.

Same serving sources as 1.7.0 release, but re-releasing binary packages to account new compiler flags introduced in 503cc0c (helps control memory blowup in ModelServer) and rebasing to TensorFlow 1.7.1 release.

1.6.1

28 Jun 21:47
a7df8b2
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TensorFlow Serving 1.6.1 using TensorFlow 1.6.0.

Same sources as 1.6.0 release, but re-releasing binary packages to account new compiler flags introduced in 503cc0c (helps control memory blowup in ModelServer).

1.7.0

16 Apr 16:38
df0b137
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TensorFlow Serving using TensorFlow 1.7.0.

1.6.0

26 Mar 21:49
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TensorFlow Serving using TensorFlow 1.6.0.