Can CLIReporter
show the top results sorted by metric
? If we have a lot of experiments, we interest more on the top results.
Thanks!
Can CLIReporter
show the top results sorted by metric
? If we have a lot of experiments, we interest more on the top results.
Thanks!
Hi @Eleven1Liu, currently this is not possible. At the moment we only display the top result right above the table.
Can you share why you want to take a look at more than one top result? Generally it should be possible and not that hard to implement, I’d just like to understand the use case better.
Hi @kai,
Great!
The first reason is that the top one includes too much info (all parameters). We hope to have a table summarizing top metrics.
Another reason could be to better understand the effect of hyperparameters. A sorted table will allow us to know the impact of parameters more clearly.
Sounds like a good idea to add this as an option to the CLIReporter
.
I was wondering if you would be willing to try to contribute this to Ray Tune yourself (i.e. submitting a PR) - I’d be happy to guide you through this. Is this something you’d like to try?
Maybe we can go ahead and file this request on github? posted here [tune] Sort top results by metric · Issue #16448 · ray-project/ray · GitHub
You can just start! A couple of pointers:
metric
and mode
passed to tune.run()
, if not specified directlyIf you need more guidance, please feel free to ping me. Also, if you open a PR, you can assign it to me (or ping my github account @krfricke)
Any updates here? Would love to see the top results sorted