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Changelog

v1.8.4 (2021-06-30)

Bug Fixes and Other Changes

  • modify the way port number passing

v1.8.3 (2021-04-26)

Bug Fixes and Other Changes

  • Create test_multi_tfs.py

v1.8.2 (2021-04-13)

Bug Fixes and Other Changes

  • Update test_container.py

v1.8.1 (2021-04-07)

Bug Fixes and Other Changes

  • set OMP_NUM_THREADS default value to 1
  • Wait tfs before starting gunicorn

v1.8.0 (2021-03-23)

Features

  • expose tunable parameters to support multiple tfs
  • universal requirements.txt and inference.py

Bug Fixes and Other Changes

  • To fix python sdk repo localmode tfs tests failing issue
  • Fix TFS Deploy codebuild issue
  • Remove the 1s lock for inference
  • install boto3
  • extending the serve.py with GUNICORN workers and threads
  • adding isnumeric filter to find_model_versions function.
  • return information of all models
  • Support multiple Accept types

Documentation Changes

  • fix typo in README.md
  • updating readme with the right context object
  • fix broken link in README

v1.7.0 (2020-07-29)

Features

  • add model_version_policy to model config

v1.6.25 (2020-07-23)

Bug Fixes and Other Changes

  • change single quotes to double quotes

v1.6.24 (2020-07-17)

Bug Fixes and Other Changes

  • update MME Pre/Post-Processing model and script paths
  • increasing max_retry for model availability check
  • multi-model-endpoint support

Documentation Changes

  • update README for multi-model endpoint

v1.6.23.post0 (2020-06-25)

Testing and Release Infrastructure

  • add issue templates

v1.6.23 (2020-06-11)

Bug Fixes and Other Changes

  • error code files for TFS2.2 (copied from pip install tf)

v1.6.22.post0 (2020-05-13)

Testing and Release Infrastructure

  • Test against py37 in buildspec

v1.6.22 (2020-04-20)

Bug Fixes and Other Changes

  • TF EIA 1.15 and 2.0

v1.6.21 (2020-04-16)

Bug Fixes and Other Changes

  • Replaced deprecated aws ecr get-login by get-login-password

v1.6.20 (2020-04-03)

Bug Fixes and Other Changes

  • Updating Pyyaml and Awscli version for tf1.15
  • upgrade Pillow version in test example

v1.6.19 (2020-04-01)

Bug Fixes and Other Changes

  • Allowing arguments for deep_learning_container.py for tf

v1.6.18 (2020-03-26)

Bug Fixes and Other Changes

  • Adding of deep_learning_container.py

v1.6.17 (2020-02-18)

Bug Fixes and Other Changes

  • update: Remove multi-model label from CPU containers

v1.6.16 (2020-02-17)

Bug Fixes and Other Changes

  • update r2.0.1 dockerfiles
  • add 2.1 dockerfiles and tensorflow artifacts
  • update for 1.15.2

v1.6.15 (2020-02-04)

Bug Fixes and Other Changes

  • return on_delete method when model successfully deleted
  • validate tensorflow model version number in model path

v1.6.14.post0 (2020-01-20)

Documentation changes

  • document that pre-/post-processing is not supported with multi-model

v1.6.14 (2020-01-10)

Bug fixes and other changes

  • Add init.py to fix unit test
  • update: Update buildspec for TF 1.15 and 2.0

v1.6.13 (2020-01-08)

Bug fixes and other changes

  • update copyright year in license header

v1.6.12.post0 (2020-01-03)

Documentation changes

  • update Readme with correct TF versions.

v1.6.12 (2020-01-02)

Bug fixes and other changes

  • update: Release TF 1.15 and TF 2.0 dockerfiles

v1.6.11 (2019-12-17)

Bug fixes and other changes

  • check container is ready in tests

v1.6.10 (2019-12-13)

Bug fixes and other changes

  • increase attempts to allow for large gpu images
  • ping check and model status check

v1.6.9 (2019-11-25)

Bug fixes and other changes

  • Update EI Dockerfile 1.14 with New Health check, and new binaries

v1.6.8 (2019-10-25)

Bug fixes and other changes

  • update publish-all.sh to match the versions in build-all.sh
  • upgrade pillow to 6.2.0 in requirements.txt test
  • use regional endpoint for STS in builds and tests
  • merge dockerfiles

v1.6.7 (2019-10-22)

Bug fixes and other changes

  • update instance type region availability

v1.6.6 (2019-10-16)

Bug fixes and other changes

  • mme improvements

v1.6.5 (2019-09-30)

Bug fixes and other changes

  • "change: merge asimov branch to master branch (#80)"
  • merge asimov branch to master branch

v1.6.4 (2019-09-17)

Bug fixes and other changes

  • TFS_SHORT_VERSION explicitly defined in dockerfile

v1.6.3 (2019-09-13)

Bug fixes and other changes

  • add Dockerfile for 1.14 in py3 with EIA

v1.6.2 (2019-09-09)

Bug fixes and other changes

  • require defaul model env var
  • default SAGEMAKER_TFS_DEFAULT_MODEL_NAME to string value
  • remove unused fixture

v1.6.1 (2019-08-15)

Bug fixes and other changes

  • Update no-p2 and no-p3 regions

v1.6.0 (2019-08-09)

Features

  • delete models
  • different invocation url
  • list models
  • add model

Bug fixes and other changes

  • update request/response model and url key names
  • README changes

Documentation changes

  • add batching to readme

v1.5.1 (2019-06-21)

Bug fixes and other changes

  • use nvidia-docker for local gpu tests

v1.5.0 (2019-06-20)

Features

  • add 1.13 EIA containers

v1.4.6 (2019-06-18)

Bug fixes and other changes

  • fix broken ei tests

v1.4.5 (2019-06-17)

Bug fixes and other changes

  • add batch transform integration test

v1.4.4 (2019-06-12)

Bug fixes and other changes

  • move SageMaker tests to release build

v1.4.3 (2019-06-12)

Bug fixes and other changes

  • use p2.xlarge by default in tests

v1.4.2 (2019-06-12)

Bug fixes and other changes

  • add Tensorflow 1.13

v1.4.1 (2019-06-11)

Bug fixes and other changes

  • make tox run any pytest tests

v1.4.0 (2019-06-03)

Features

  • support jsonlines output

Documentation changes

  • update README.md for EI image

v1.3.2 (2019-05-29)

Bug fixes and other changes

  • change Dockerfile directory structure
  • allow local test against single container

v1.3.1.post1 (2019-05-20)

Documentation changes

  • update README.md
  • add pre/post-processing usage examples

v1.3.1.post0 (2019-05-16)

Documentation changes

  • add pre-post-processing documentation

v1.3.1 (2019-05-08)

Bug fixes and other changes

  • add build-all.sh, publish-all.sh scripts

v1.3.0 (2019-05-06)

Features

  • add tensorflow serving batching

Bug fixes and other changes

  • install requirements.txt in writable dir

v1.2.1 (2019-04-29)

Bug fixes and other changes

  • make njs code handle missing custom attributes header

v1.2.0 (2019-04-29)

Features

  • add python service for pre/post-processing

v1.1.9 (2019-04-09)

Bug fixes and other changes

  • improve handling of ei binary during builds

v1.1.8 (2019-04-08)

Bug fixes and other changes

  • add data generator and perf tests
  • remove per-line parsing

v1.1.7 (2019-04-05)

Bug fixes and other changes

  • add additional csv test case

v1.1.6 (2019-04-04)

Bug fixes and other changes

  • handle zero values correctly

v1.1.5 (2019-04-04)

Bug fixes and other changes

  • update EI binary directory.

v1.1.4 (2019-04-01)

Changes

  • Support payloads with many csv rows and change CSV parsing behavior

v1.1.3 (2019-03-29)

Bug fixes

  • update EI binary location

v1.1.2 (2019-03-14)

Bug fixes

  • remove tfs deployment tests

v1.1.1 (2019-03-13)

Bug fixes

  • create bucket during test
  • fix argname in deployment test
  • fix repository name in buildspec
  • add deployment tests and run them concurrently
  • report error for missing ei version
  • remove extra commma in buildspec

Other changes

  • add eia images to release build
  • update buildspec to output deployments.json
  • Modify EI image repository and tag to match Python SDK.
  • Change test directory to be consistent with PDT pipeline.
  • Add EI support to TFS container.
  • simplify tfs versioning
  • add buildspec.yml for codebuild
  • add tox, pylint, flake8, jshint