bentoml/bento-server

•Updated over 4 years ago

Base images for BentoML's ML model server

Image

10K+

bentoml/bento-server repository overview

⁠THIS IS DEPRECATED

With the incoming 1.0 releases, we are deprecating bentoml/bento-server docker images and in light of supporting multi-architecture out-of-the-box. Please refers to BentoML Documentation⁠ for more information.

⁠BentoServer base images

There are three type of BentoServer docker base image:

Image Type	Description	Supported OS	Usage
`runtime`	contains latest BentoML releases from PyPI	`debian`, `centos{7,8}`, `amazonlinux2`, `alpine3.14`	production ready
`cudnn`	runtime + support for CUDA-enabled GPU	`debian`, `centos{7,8}`	production ready with GPU support
`devel`	nightly build from development branch	`debian`, `centos{7,8}`	for development use only

Note: currently there's no nightly devel image with GPU support.

The final docker image tags will have the following format:

<release_type>-<python_version>-<distros>-<suffix>
   │             │                │        │
   │             │                │        └─> additional suffix, differentiate runtime and cudnn releases
   │             │                └─> formatted <dist><dist_version>, e.g: ami2, debian, centos7
   │             └─> Supported Python version: python3.7 | python3.8 | python3.9
   └─>  Release type: devel or official BentoML release (e.g: 1.0.0)

Example image tags:

bento-server:devel-python3.7-debian
bento-server:1.0.0-python3.8-centos8-cudnn
bento-server:1.0.0-python3.7-ami2-runtime

⁠Latest tags for `bento-server 1.0.0a7`

⁠Debian

⁠Ubi8

⁠Ubi7

⁠Amazonlinux2

⁠Alpine3.14

Tag summary

Recent tags

Content type

Image

Digest

Size

1.7 GB

Last updated

over 4 years ago

docker pull bentoml/bento-server:1.0.0a7-python3.9-ubi7-cudnn