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GitHub / aws/sagemaker-tensorflow-serving-container issues and pull requests

#231 - Add deprecation notice

Pull Request - State: closed - Opened by josephevans almost 2 years ago

#230 - fix port range error

Pull Request - State: open - Opened by Chen188 over 2 years ago

#229 - IndexError: list index out of range

Issue - State: open - Opened by Chen188 over 2 years ago

#228 - Feature: Support multiple inference.py files and universal inference.…

Pull Request - State: closed - Opened by sachanub almost 3 years ago - 53 comments

#227 - multi gpu support

Pull Request - State: closed - Opened by waytrue17 about 3 years ago - 11 comments

#226 - local tests are failing with connection refused

Issue - State: open - Opened by rbavery about 3 years ago

#225 - no module named boto3 when attempting to start tfserving 1.14 container

Issue - State: open - Opened by rbavery about 3 years ago - 1 comment

#224 - Swap order of processing json_request to prevent bad jsonlines request.

Pull Request - State: closed - Opened by matherit about 3 years ago - 3 comments

#221 - Nginx timeouts

Pull Request - State: closed - Opened by matherit about 3 years ago - 8 comments

#220 - Add gunicorn timeout

Pull Request - State: closed - Opened by matherit over 3 years ago - 5 comments

#219 - expose gunicorn logging

Pull Request - State: closed - Opened by mseth10 over 3 years ago - 4 comments

#218 - Fix tfs start failure due to null version number

Pull Request - State: closed - Opened by satishpasumarthi over 3 years ago - 8 comments

#217 - Use js_import instead of js_include

Pull Request - State: closed - Opened by satishpasumarthi over 3 years ago - 20 comments

#215 - Fix: Update universal scripts path for MME

Pull Request - State: open - Opened by satishpasumarthi over 3 years ago - 3 comments

#214 - fix: Use default model name when model name is None

Pull Request - State: open - Opened by saimidu over 3 years ago - 6 comments

#212 - Pre-Postprocessing feature seems to not work anymore.

Issue - State: open - Opened by flacout about 4 years ago - 38 comments

#210 - fix: modify the way port number passing

Pull Request - State: closed - Opened by jinpengqi about 4 years ago - 9 comments

#209 - fix: set default SAGEMAKER_SAFE_PORT_RANGE when it is missing

Pull Request - State: closed - Opened by jinpengqi about 4 years ago - 1 comment

#207 - Default handler behaves differently in inference.py and python_service.py

Issue - State: closed - Opened by kylepula-aws over 4 years ago - 1 comment

#206 - ECR images outdated

Issue - State: open - Opened by agoblet over 4 years ago - 1 comment

#205 - Create test_multi_tfs.py

Pull Request - State: closed - Opened by schenqian over 4 years ago - 5 comments

#204 - dummy_test

Pull Request - State: closed - Opened by schenqian over 4 years ago

#203 - Update buildspec.yml

Pull Request - State: closed - Opened by schenqian over 4 years ago

#202 - Create test_1.py

Pull Request - State: closed - Opened by schenqian over 4 years ago - 35 comments

#201 - Add non safe port set test

Pull Request - State: closed - Opened by schenqian over 4 years ago - 3 comments

#200 - Adding gunicorn config file.

Pull Request - State: closed - Opened by samueleresca over 4 years ago - 3 comments

#199 - Add test_sagemaker_safe_port_range_not_set.py

Pull Request - State: closed - Opened by schenqian over 4 years ago - 2 comments

#198 - dummy test

Pull Request - State: closed - Opened by schenqian over 4 years ago - 3 comments

#197 - Created test_sagemaker_safe_port_range_not_set.py

Pull Request - State: closed - Opened by schenqian over 4 years ago - 9 comments

#196 - Create test_sagemaker_safe_port_range_not_set

Pull Request - State: closed - Opened by schenqian over 4 years ago - 31 comments

#195 - set OMP_NUM_THREADS default value to 1

Pull Request - State: closed - Opened by liangma8712 over 4 years ago - 1 comment

#194 - To fix python sdk repo localmode tfs tests failing issue

Pull Request - State: closed - Opened by schenqian over 4 years ago - 2 comments

#193 - Fix TFS Deploy codebuild issue

Pull Request - State: closed - Opened by schenqian over 4 years ago - 4 comments

#192 - Wait tfs before starting gunicorn

Pull Request - State: closed - Opened by liangma8712 over 4 years ago - 9 comments

#191 - Increase Timer

Pull Request - State: closed - Opened by schenqian over 4 years ago - 27 comments

#190 - feature: expose tunable parameters to support multiple tfs

Pull Request - State: closed - Opened by jinpengqi over 4 years ago - 1 comment

#188 - feature: expose tunable parameters to support multiple tfs

Pull Request - State: closed - Opened by jinpengqi over 4 years ago - 1 comment

#187 - applied param exposure patch

Pull Request - State: closed - Opened by garzoand over 4 years ago - 1 comment

#186 - Remove the 1s lock for inference

Pull Request - State: closed - Opened by schenqian over 4 years ago - 4 comments

#185 - Deploy trained TensorFlow 2.0 models using Amazon SageMaker

Issue - State: closed - Opened by mobassir94 over 4 years ago - 1 comment

#184 - More clarity on using Context in pre/post-processing scripts

Issue - State: open - Opened by nathanielrindlaub over 4 years ago - 1 comment

#183 - Multi model tensorflow container not working

Issue - State: open - Opened by ag-labs-sys over 4 years ago - 1 comment

#181 - boto3 install is missing in 1.14 image

Issue - State: closed - Opened by hin7141 over 4 years ago - 2 comments
Labels: type: bug, contributions welcome

#180 - fix: install boto3

Pull Request - State: closed - Opened by wukann over 4 years ago - 1 comment

#179 - Extending the serve.py with GUNICORN workers and threads

Pull Request - State: closed - Opened by samueleresca over 4 years ago - 2 comments

#178 - Slow response times

Issue - State: open - Opened by samueleresca over 4 years ago - 7 comments

#177 - Filtering by numeric model versions.

Pull Request - State: closed - Opened by samueleresca over 4 years ago - 1 comment

#176 - GovCloud support?

Issue - State: open - Opened by YakDriver over 4 years ago - 1 comment

#175 - build scripts fail to pull down docker image

Issue - State: closed - Opened by nathanielrindlaub over 4 years ago - 2 comments

#173 - fix typo in README.md

Pull Request - State: closed - Opened by delihiros over 4 years ago - 1 comment

#172 - feature: universal requirements.txt and inference.py

Pull Request - State: closed - Opened by chuyang-deng over 4 years ago - 6 comments

#171 - [Batch Transform] TF Serving receives requests before model is loaded

Issue - State: open - Opened by sayradley almost 5 years ago - 2 comments
Labels: type: bug

#170 - [bug] : Model not loading while using existing container image to setup MME on sagemaker

Issue - State: open - Opened by abhi1793 almost 5 years ago - 1 comment
Labels: type: bug

#169 - Multi Model Serving for Tensorflow 2.3.0

Issue - State: closed - Opened by abhi1793 almost 5 years ago - 2 comments
Labels: type: question

#168 - Updating readme with grpc_port field in the context object

Pull Request - State: closed - Opened by samueleresca almost 5 years ago - 1 comment

#167 - Container build not installing/finding dependencies contained in model.tar file

Issue - State: open - Opened by taylorsweet almost 5 years ago - 7 comments
Labels: type: question

#166 - Multi-model endpoint: load new model, unload model, update model

Issue - State: closed - Opened by kevin-yauris almost 5 years ago - 9 comments
Labels: type: documentation

#165 - doc: fix broken link in README

Pull Request - State: closed - Opened by ajaykarpur almost 5 years ago - 2 comments
Labels: priority: low, type: documentation

#164 - Broken Link: Deploying to TensorFlow Serving Endpoints

Issue - State: closed - Opened by seigenbrode almost 5 years ago
Labels: type: documentation

#163 - Adding pip dependencies in the pre/post processing

Issue - State: closed - Opened by samueleresca almost 5 years ago

#162 - Unsupported Media Type: application/x-image

Issue - State: closed - Opened by manantessact almost 5 years ago - 1 comment

#161 - Install other apt lib for serving container.

Issue - State: closed - Opened by jason9075 almost 5 years ago - 2 comments
Labels: related: Docker

#160 - fix: exclude /code directory from model versions

Pull Request - State: closed - Opened by sudilshr almost 5 years ago - 6 comments

#159 - Unable to deploy due to missing libGL

Issue - State: closed - Opened by ckang244 almost 5 years ago - 1 comment

#158 - fix: return information of all models

Pull Request - State: closed - Opened by chuyang-deng almost 5 years ago - 1 comment

#157 - change: Support multiple Accept types

Pull Request - State: closed - Opened by bveeramani almost 5 years ago - 4 comments

#156 - Published tensorflow-inference:2.1-cpu image does not support multi-models

Issue - State: closed - Opened by svpino about 5 years ago - 1 comment

#155 - feature: add model_version_policy to model config

Pull Request - State: closed - Opened by laurenyu about 5 years ago - 5 comments

#154 - Input a csv file for prediction/ batch transform. The output is a json format txt

Issue - State: open - Opened by xush65 about 5 years ago - 15 comments
Labels: type: question

#153 - change: update MME Pre/Post-Processing model and script paths

Pull Request - State: closed - Opened by chuyang-deng about 5 years ago - 5 comments

#152 - fix: increasing max_retry for model availability check

Pull Request - State: closed - Opened by chuyang-deng about 5 years ago - 2 comments

#151 - Add support for passing TensorFlow Serving cli configuration options

Issue - State: open - Opened by AndreiVoinovTR about 5 years ago
Labels: type: enhancement

#150 - doc: update README for multi-model endpoint

Pull Request - State: closed - Opened by chuyang-deng about 5 years ago - 1 comment

#149 - fix: change single quotes to double quotes

Pull Request - State: closed - Opened by chuyang-deng about 5 years ago - 4 comments

#148 - inference.py not loading TF2.0.1GPU

Issue - State: closed - Opened by tekollt about 5 years ago - 2 comments

#147 - Base64 as input

Issue - State: closed - Opened by Adblu about 5 years ago - 1 comment

#145 - How to use a new model to replace the previous one?

Issue - State: closed - Opened by Ageneinair about 5 years ago - 2 comments
Labels: type: question

#144 - Does handler function occupy the compute resource of the container?

Issue - State: closed - Opened by Ageneinair about 5 years ago - 2 comments
Labels: type: question

#142 - sagemaker notebook instance Elastic Inference tensorflow model local deployment

Issue - State: open - Opened by pankajxyz about 5 years ago - 12 comments
Labels: type: question

#140 - multi-model-endpoint support

Pull Request - State: closed - Opened by chuyang-deng about 5 years ago - 14 comments

#138 - how to handle application/x-image ?

Issue - State: open - Opened by Adblu about 5 years ago - 9 comments
Labels: type: question

#137 - Exposing /monitoring/prometheus/metrics

Issue - State: open - Opened by moaradwan about 5 years ago - 3 comments
Labels: type: enhancement

#130 - [CRITICAL] WORKER TIMEOUT

Issue - State: open - Opened by harshit-HashedIn over 5 years ago - 4 comments
Labels: type: question

#127 - Request: EIA support for tensorflow 2.1

Issue - State: closed - Opened by szabadaba over 5 years ago - 2 comments

#121 - Support for multiple model versions

Issue - State: open - Opened by henryhu666 over 5 years ago - 2 comments
Labels: type: enhancement, status: pending release

#118 - How can I forwards effectively numpy arrays to a SageMaker endpoint with inference?

Issue - State: closed - Opened by bessszilard over 5 years ago - 17 comments
Labels: type: question

#114 - tensorflow_model_server 2.0 stuck at "Adding visible gpu devices"

Issue - State: closed - Opened by lucafuji over 5 years ago - 6 comments

#110 - http.client.RemoteDisconnected: Remote end closed connection without response

Issue - State: open - Opened by whatdhack over 5 years ago - 5 comments
Labels: type: question

#109 - Multi-model SM endpoint returns 502

Issue - State: closed - Opened by ilcartographer over 5 years ago - 13 comments

#107 - code/inference.py not utilised in multi model containers

Issue - State: closed - Opened by Freakazo over 5 years ago - 3 comments
Labels: type: bug

#97 - update readme instructions to reflect new ecr image naming conventions

Issue - State: closed - Opened by RZachLamberty over 5 years ago - 3 comments

#94 - MKL - DNN Support

Issue - State: closed - Opened by gautiese over 5 years ago - 2 comments
Labels: type: enhancement