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* docs: update new algorithm service details * feat: trial augmentation strategy * feat: pbt suggestion service * feat: PbtTemplate and associated test image * feat: introduce annotation field to trial specifications * feat: trial assignment changes to support annotations from suggestion - Add new Annotation types to suggestion_types.go - Add Annotation object and update Trial parser in trial.py * feat: update pbt suggestion to use new Annotation api - Suggestion uses exact match to track spawned trials - Trials that get transmitted, but not created (or added to experiment) are added back to the respawn pool (population_size consistency) * chore: gofmt and black run across PBT changes * feedback: remove tf summary export, change default print unit, reduce range to be percentage compatible. * feedback: move PBT template to example. * feedback: changes to inject_webhook and utils. - Rename mutateVolume to mutateMetricsCollectorVolume - Add addContainerVolumeMount - Add getPrimaryContainerIndex * feedback: change suggestion mutation mount variable name and add to consts * feedback: Add trial_names to GetSuggestionsReply and change suggestion path to <experiment>/<trial> * feedback: removed unnecessary checks and moved to async pbt implementation * feedback: update trial name override location and change annotations override to labels. * feedback: add pbt to github workflow * feedback: move labels to ParameterAssignments in GetSuggestionsReply and cleanup pbt.yaml. * feedback: remove operator changes * feedback: GHA updates * feedback: new formatting changes * feedback: add suggestion-pbt to gh-actions build-load.sh. * fix: missing pbt->simple-pbt name changes, add simple-pbt to update-images.sh update yaml function (causing failing gha). * feedback: add pointer to website from main readme for pbt
850 B
850 B
V1beta1TrialAssignment
TrialAssignment is the assignment for one trial.
Properties
| Name | Type | Description | Notes |
|---|---|---|---|
| early_stopping_rules | list[V1beta1EarlyStoppingRule] | Rules for early stopping techniques Contains rule name, value and comparison type | [optional] |
| labels | dict(str, str) | Suggestion label metadata to attach to Trial job | [optional] |
| name | str | Name of the suggestion | [optional] |
| parameter_assignments | list[V1beta1ParameterAssignment] | Suggestion results with Trial parameters | [optional] |