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
Answered
Has Anyone Tried Using Clearml With Ray Based Distributed Training For Computer Vision Models Like Resnet?

Has anyone tried using ClearML with Ray based distributed training for Computer Vision models like Resnet?

  
  
Posted 3 months ago
Votes Newest

Answers 4


Should work out of the box, maybe the only thing to notice is that you will get a Task for every local_rank 0 process
does that make sense ?

  
  
Posted 3 months ago

@<1523701205467926528:profile|AgitatedDove14> We want to use Ray for distributed training, where multiple nodes will be running Ray and clearml and training the model. With one Node being the controller . Similar to, torch distributed training

  
  
Posted 3 months ago

Hi @<1658281093108862976:profile|EncouragingPenguin15>
Should work, I'm assuming multiple nodes are running agents ? or are you saying Ray spins the jobs and clearml logs them ?

  
  
Posted 3 months ago

We're using Ray for hyperparameter search for non-CV model successfully on ClearML

  
  
Posted 3 months ago
168 Views
4 Answers
3 months ago
3 months ago
Tags