OpenNMT/OpenNMT-tf

SageMaker support

Open

#301 opened on Jan 7, 2019

View on GitHub
 (2 comments) (0 reactions) (0 assignees)Python (1,428 stars) (394 forks)batch import
help wantedintegration

Description

I found: https://github.com/aws/sagemaker-tensorflow-container

I know right know opennmt supports input data directly from s3 not sure if could be posible to create a docker image to be used with sagemaker

Contributor guide

Tech stack
pythontensorflow
Domain
machine learningclouddevops
Issue type
feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
4
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
over 1 week
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
needs investigation
Prerequisites
AWS SageMakerDockerTensorFlowOpenNMT tf
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
10
Research direction
The issue requests SageMaker support for OpenNMT tf, referencing the sagemaker tensorflow container. To implement, investigate how to create a custom Docker image using that container and integrate with OpenNMT tf's input/output. Check existing OpenNMT tf Docker files and SageMaker documentation for custom inference endpoints. No linked PRs or comments provide further direction.