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v0.3.0

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@lupesko lupesko released this 04 Apr 17:41
· 744 commits to master since this release
v0.3.0
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Learn about vigilant mode.

New Features:

New CLI to interact with MMS running in a container

  1. New options to start/stop/restart MMS in container.
  2. Option to point to different configuration files for each MMS run.
  3. Multiple bug fixes.

Optimized and pre-configured MMS container images

  1. Published the container image to Docker Hub.
  2. The default configuration in these containers and the example configuration in the repository are optimized for CPU and GPU AWS EC2 instances.

Bug fixes and Docs

Docs:

  • README documents.
  • Added docs to depict orchestrating MMS as an AWS FARGATE service.
  • Added docs for optimizing the MMS configuration for different EC2 instances.

Bug Fixes:

  • Corrected Readme and advanced-settings doc for MMS container (@aaronmarkham )
  • Documentation for optimised setup for GPU and CPU EC2 instances (@ankkhedia )
  • Optimized MMS GPU-container to utilize all GPUs in an GPU instance (@ankkhedia )
  • Documentation for launching MMS on AWS Fargate service
  • Added integration tests framework (@ankkhedia )
  • Doc update on Production usage. Describes why Container images are better for prod. (#336)
  • Streamlining Container based MMS orchestration (@vdantu)
  • Optimized the model file downloads for container runs of MMS. (@vdantu)
  • Fixed bugs in mxnet-model-export (@ankkhedia )
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