Examples: query, "exact match", wildcard*, wild?ard, wild*rd
Fuzzy search: cake~ (finds cakes, bake)
Term boost: "red velvet"^4, chocolate^2
Field grouping: tags:(+work -"fun-stuff")
Escaping: Escape characters +-&|!(){}[]^"~*?:\ with \, e.g. \+
Range search: properties.timestamp:[1587729413488 TO *] (inclusive), properties.title:{A TO Z}(excluding A and Z)
Combinations: chocolate AND vanilla, chocolate OR vanilla, (chocolate OR vanilla) NOT "vanilla pudding"
Field search: properties.title:"The Title" AND text
I'M Using Trains Hyperparameter Optimizer, As In This Example:

I'm using TRAINS Hyperparameter optimizer, as in this example: https://github.com/danmalowany/trains-examples/blob/master/image/hyperparameter_search.ipynb my question is:In the HPO class, I should specify a template task, objective_metric_title and objective_metric_seriues.
In this template task, should I I should use logger.report_scalar(title=objective_metric_title, seriues=objective_metric_serious)? is:

Posted 3 years ago
Votes Newest


BeefyCow3 if you are trying to optimizer a specific metric (i.e. a scalar on a graph). The template Task should report it with the same title/series combination, which should be easy enough to verify in the UI ­čÖé
You can either report with Tensorboard or with the Trains Logger, either way will work.

Posted 3 years ago
1 Answer
3 years ago
10 months ago