Change Log

v2.0.0

MLBench Helm

Implemented enhancements:

  • Added GKE and AWS Setup Scripts

MLBench Benchmarks

Implemented enhancements:

  • Added Goals to PyTorch Benchmark
  • Updated PyTorch Tutorial code
  • Changed all images to newest mlbench-core version.

MLBench Dashboard

Implemented enhancements:

  • Added Download of Task Goals
  • Fixed some performance issues

v1.4.4

MLBench Core

v1.4.4 (2019-05-28)

Full Changelog

v1.4.3

MLBench Core

v1.4.3 (2019-05-23)

Full Changelog

v1.4.2

MLBench Core

v1.4.2 (2019-05-21)

Full Changelog

v1.4.1

MLBench Core

v1.4.1 (2019-05-16)

Full Changelog

v1.4.0

MLBench Core

v1.4.0 (2019-05-02)

Full Changelog

Implemented enhancements:

  • Split Train and Validation in Tensorflow #22

v1.3.4

MLBench Core

v1.3.4 (2019-03-20)

Full Changelog

Implemented enhancements:

  • in controlflow, don’t mix train and validation #20

Fixed bugs:

  • Add metrics logging for Tensorflow #19

v1.3.3

MLBench Core

v1.3.3 (2019-02-26)

Full Changelog

v1.3.2

MLBench Core

v1.3.2 (2019-02-13)

Full Changelog

v1.3.1

MLBench Core

v1.3.1 (2019-02-13)

Full Changelog

v1.3.0

MLBench Core

v1.3.0 (2019-02-12)

Full Changelog

v1.2.1

MLBench Core

v1.2.1 (2019-01-31)

Full Changelog

v1.2.0

MLBench Core

v1.2.0 (2019-01-30)

Full Changelog

v1.1.1

MLBench Core

v1.1.1 (2019-01-09)

Full Changelog

v1.1.0

MLBench Core

v1.1.0 (2018-12-06)

Full Changelog

Fixed bugs:

  • Bug when saving checkpoints #13

Implemented enhancements:

  • Adds Tensorflow Controlflow, Dataset and Model code
  • Adds Pytorch linear models
  • Adds sparsified and decentralized optimizers

MLBench Benchmarks

Implemented enhancements:

  • Added Tensorflow Benchmark

MLBench Dashboard

Implemented enhancements:

  • Added new Tensorflow Benchmark Image
  • Remove Bandwidth limiting
  • Added ability to run custom images in dashboard

MLBench Helm

Nothing

v1.0.0

MLBench Core

1.0.0 (2018-11-15)

Implemented enhancements:

  • Add API Client to mlbench-core #6
  • Move to google-style docs #4
  • Add Imagenet Dataset for pytorch #3
  • Move worker code to mlbench-core repo #1

v0.1.0

Main Repo

0.1.0 (2018-09-14)

Implemented enhancements:

  • Add documentation in reference implementation to docs #46
  • Replace cAdvisor with Kubernetes stats for Resource usage #38
  • Rename folders #31
  • Change docker image names #30
  • Add continuous output for mpirun #27
  • Replace SQlite with Postgres #25
  • Fix unittest #23
  • Add/Fix CI/Automated build #22
  • Cleanup unneeded project files #21
  • Remove hardcoded values #20
  • Improves Notes.txt #19
  • Rename components #15

Fixed bugs:

  • 504 Error when downloading metrics for long runs #61

Closed issues:

  • small doc improvements for first release #54
  • Check mlbench works on Google Cloud #51
  • learning rate scheduler #50
  • Add Nvidia k8s-device-plugin to charts #48
  • Add Weave to Helm Chart #41
  • Allow limiting of resources for experiments #39
  • Allow downloading of Run measurements #35
  • Worker Details page #33
  • Run Visualizations #32
  • Show experiment history in Dashboard #18
  • Show model progress in Dashboard #13
  • Report cluster status in Dashboard #12
  • Send metrics from SGD example to metrics api #11
  • Add metrics endpoint for experiments #10
  • Let Coordinator Dashboard start a distributed Experiment #9
  • Add mini-batch SGD model experiment #8

* This Change Log was automatically generated by `github_changelog_generator <https://github.com/skywinder/Github-Changelog-Generator>`__