* add code owners
* initial commit, beginnings of AML version of face synthetics search pipeline.
* Add download_and_extract_zip
Add download capability to FaceSyntheticsDataset
Fix face segmentation data prep script.
* fix bugs
* cleanup launch.json
* cleanup launch.json
add download capability to FaceSyntheticsDataset
add download_and_extract_zip helper
* fix file count test
* work in progress
* work in progress
* unify snpe status table and aml training table.
* fix experiment referencing
* fix experiment referencing
* work in progress
* fix complete status
* fix bugs
* fix bug
* fix metric key, we have 2, one for remote snpe, and another for aml training pipelines.
* pass seed through to the search.py script.
* fix use of AzureMLOnBehalfOfCredential
* fix bugs
* fix bugs
* publish new image
* fix bugs
* fix bugs
* fix bug
* maerge
* revert
* new version
* fix bugs
* rename the top level folder from 'snpe' to 'aml' and move all AML code into this folder except the top level entry point 'aml.py'
make the keys returned from the JobCompletionMonitor wait method configurable
Rename AmlPartialTrainingEvaluator and make it restartable.
Turn off save_pareto_model_weights
Remove redundant copy of JobCompletionMonitor
* rev the versions.
* updates to readme information.
* only inference testing targets are 'cpu' and 'snp', trigger the aml partial training by a different key in the config file.
* add iteration info
* new version.
* fix ordering of results from AmlPartialTrainingEvaluator
* change AML batch size default to 64 for faster training
don't store MODEL_STORAGE_CONNECTION_STRING
* Fix bug in merge_status_entity, add more unit test coverage
* new version
* Store training time in status table.
* improve diagram.
* save iteration in status table.
* pick up new version of archai to fix randomness bug in the EvolutionParetoSearch so that these search jobs are restartable.
Chris Lovett
Gustavo Rosa
Debadeepta Dey
Shital Shah
Ubuntu