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
Hello, I Have A Server With Several Gpus That I Wish To Use To Automatically Train Models. Clearml Seems Like The Perfect Tool For My Use Case But I Am Confused As To How I Can Communicate With The Agent Daemon Running On The Gpu Server. Do I Necessarily

Hello,
I have a server with several GPUs that I wish to use to automatically train models.
ClearML seems like the perfect tool for my use case but I am confused as to how I can communicate with the agent daemon running on the gpu server.
Do I necessarily need to host a ClearML server to act as a proxy between my machine and the gpu server, or is there a way to communicate with the agent directly (for example using rabbitmq) ?

  
  
Posted 2 years ago
pic
More
ShinyRabbit94
0 × 1
Report
Votes Newest

Answers 4

ShinyRabbit94 , Hey 🙂

The clearml-agent communicates with a server and receives jobs according to a "queue" connected to it. To run the agent properly you'll need to work against a ClearML server. You can either host one yourself OR use the community server. I think you can read a bit more here:

https://clear.ml/docs/latest/docs/clearml_agent#installation
https://clear.ml/docs/latest/docs/webapp/webapp_profile/#creating-clearml-credentials

  
  
Posted 2 years ago
pic
More
CostlyOstrich36
0
Report

You'll need ES/Mongo to run the ClearML server

  
  
Posted 2 years ago
pic
More
CostlyOstrich36
0
Report

Okey thank you!
If I plan using S3 for external file storage, do I still need Elasticsearch and Mongo ?

  
  
Posted 2 years ago
pic
More
ShinyRabbit94
0 × 1
Report

Okey thanks!

  
  
Posted 2 years ago
pic
More
ShinyRabbit94
0 × 1
Report
Write your answer
957 Views
4 Answers
2 years ago
one year ago
Tags
mlops